December 2019
Computer Science Games Courses Fall 2019
12/26/2019 12:44
Computer Science Games Courses Fall 2019
CSCI-538 AR, VR & Mixed Reality - Presentations
12/05/2019 10:00
CSCI-538 AR, VR & Mixed Reality Fall 2019 presentations & team pages are below.
The syllabus for that class is here.
CHLA - In collaboration with the Children's Hospital Los Angeles we developed two fun VR experiences that gamify breathing and can help children with conditions such as cystic fibrosis or in peri-operative care, that require breathing training, to practice in a motivating and fun virtual environment. The games use the three phases of breathing, inhalation pause and exhalation as intuitive input data to drive gameplay.
https://misrashashank.wixsite.com/csci-538-chla-team/
Claim the Kingdom - Claim the Kingdom is a VR based survival game. The game starts with the user being trapped in a dark room. Various spells come from different directions cinematically illuminating the room and therefore offering a strong sense of presence as the player tries to first establish the room they are in. The user needs to avoid incoming attacks with their body movements. Any spell that hits them cuts down the illumination around them making the the game slightly more difficult. The goal is to collect enough blue spells in order to reclaim the kingdom.
http://www-scf.usc.edu/~dhruvrpa/Claim_the_kingdom/
Climate Change - The Climate Change project explores the use of various immersive and 3D scanning technologies such as AR, VR, Lidar scanning and Photogrammetry to create an immersive journalism story about climate change and how that affects our ecosystem. The project was developed in collaboration with the Annenberg School of Communication and Dornsife College of Letters, Arts and Sciences and was set around the migration of the exhibited dioramas at National History Museum in the Metaverse. Dioramas can be seen as the VIrtual Reality of 1920’s where taxidermists would use stuffed animals and painted backgrounds over a piece of terrain to display a piece from another continent.
https://naruka48.wixsite.com/mysite
Clueless - Clueless is a first person murder mystery themed escape room game where the player has to collect various evidence from an office building and escape before a bomb goes off. The gameplay is built around a portable handheld scanner that notifies the user about an evidence being within range. Using the portable scanner the player needs to explore the space fast and collect all evidence on time.
https://manikans4.wixsite.com/clueless
Fantasy Hex - Fantasy Hex is a multiplayer tabletop strategy game in Augmented Reality using Magic Leap One. The project was set to push the boundaries of how many interconnected ML one devices can share the same mixed reality gaming environment. Strategy games in MR offer new possibilities for merging digital and physical play spaces and augment the establish rules and practices of board and strategy games.
https://shapecommander.wordpress.com
Fight On - Fight On! is a single-player Virtual Reality shooting game where the player needs to save a baby before it turns into a MONSTER. You play a human being stuck in a weird world - where humanoids and fantasy characters co-exist. The game setting is comical; the characters have distinct animations and sounds which make the experience hilariously crazy.
http://www-scf.usc.edu/~pranshug/arvr/
God’s Eye - God’s Eye is exploring the potential of serious physical and cyber threats in the era of Mixed Reality. What information can someone have access to through the transparent lenses that can potential become a threat to individuals and the society? God’s eye developed a tool for vulnerability assessment of an individual in a generic social setting that allows a user (potentially a criminal) to recognize a persons face and overlay data mined from various public resources, databases and API’s such as Facebook, LinkedIn, Glassdoor, Venmo etc. Using the tool one can combine data from various resources and assess the individual’s vulnerability score before engaging in potential physical or cyber crime activities. The project was developed in collaboration with Symantec and offers insight of potential threats in the near future that could arise from camera equipped MR devices connected to AI powered cloud services.
https://gods-eye.herokuapp.com
Incognito - Incognito is a speculative design and engineering project exploring the future of Cybersecurity in Mixed Reality using the Hololens. The project was developed in collaboration with Symantec and visualizes the threats and data privacy issues a user might face while browsing seemingly innocuous websites on the internet and explores various ways for privacy and security protection.
https://bpai80.wixsite.com/incognito
Infinity Wars - Infinity Wars is a virtual reality shooting game where the hero is at the last line of defense between an invading force and the space station. Use guns and shields to fend off asteroids and drones.
http://www-scf.usc.edu/~yashndos/InfinityWars/index.html
The Odyssey - Odyssey is an immersive VR game for the Positron Voyager motion platform chair. The user is playing the role of a space cadet and uses joysticks to control a spaceship and complete all the objectives of a given mission in three phases. The game involves space traveling, precise navigation through meteorites, a landing challenge and the exploration of the surface of a planet using either a giant robot or a space rover, all emulated through the Voyager Positron chair that simulates the feeling and the motion of flying in a spaceship and driving vehicles over a rocky surface.
https://sethip8.wixsite.com/voyager
Project Tranquil - This project explores the potential of using an immersive motion platform such as the Positron Voyager chair to immediately transcend the user into a meditative state and assist them through daily stress and anxiety management. The basic idea is to tranquilize the user through a subtle motion that emulates the rocking of a small boat in the water during sunset. The combination of haptic feedback, music, immersive visuals and the option of a guided meditation voice over, with the subtle rocking of the chair illustrated a dramatic effect in stress reduction and a strong sense of presence.
https://spujari5.wixsite.com/projecttranquilusc
Rush Diving - Rush Diving is a virtual reality game using Oculus Rift where the player experiences the thrill of flying and diving on a magic carpet.
https://rushdiving.wordpress.com
VR Breathing - Running experiments in Virtual Reality is something that interests researchers all over the world. In collaboration with EPFL in Switzerland we developed a virtual lab for researchers exploring wind mechanics and exhalation as a primary input for interaction, using a custom wireless sensor. We developed a back end data acquisition framework that works with various prototypes that researchers can arrange within the lab (eg. blowing candles, making different sounds by blowing in bottles , etc). In this way, we wish to provide a state-of-the-art interface for researchers who are seeking to explore presence, embodiment and agency in VR and make data collection and running an experiment an easier and more accessible process.
https://qilewang6.wixsite.com/epfl
The syllabus for that class is here.
CHLA - In collaboration with the Children's Hospital Los Angeles we developed two fun VR experiences that gamify breathing and can help children with conditions such as cystic fibrosis or in peri-operative care, that require breathing training, to practice in a motivating and fun virtual environment. The games use the three phases of breathing, inhalation pause and exhalation as intuitive input data to drive gameplay.
https://misrashashank.wixsite.com/csci-538-chla-team/
Claim the Kingdom - Claim the Kingdom is a VR based survival game. The game starts with the user being trapped in a dark room. Various spells come from different directions cinematically illuminating the room and therefore offering a strong sense of presence as the player tries to first establish the room they are in. The user needs to avoid incoming attacks with their body movements. Any spell that hits them cuts down the illumination around them making the the game slightly more difficult. The goal is to collect enough blue spells in order to reclaim the kingdom.
http://www-scf.usc.edu/~dhruvrpa/Claim_the_kingdom/
Climate Change - The Climate Change project explores the use of various immersive and 3D scanning technologies such as AR, VR, Lidar scanning and Photogrammetry to create an immersive journalism story about climate change and how that affects our ecosystem. The project was developed in collaboration with the Annenberg School of Communication and Dornsife College of Letters, Arts and Sciences and was set around the migration of the exhibited dioramas at National History Museum in the Metaverse. Dioramas can be seen as the VIrtual Reality of 1920’s where taxidermists would use stuffed animals and painted backgrounds over a piece of terrain to display a piece from another continent.
https://naruka48.wixsite.com/mysite
Clueless - Clueless is a first person murder mystery themed escape room game where the player has to collect various evidence from an office building and escape before a bomb goes off. The gameplay is built around a portable handheld scanner that notifies the user about an evidence being within range. Using the portable scanner the player needs to explore the space fast and collect all evidence on time.
https://manikans4.wixsite.com/clueless
Fantasy Hex - Fantasy Hex is a multiplayer tabletop strategy game in Augmented Reality using Magic Leap One. The project was set to push the boundaries of how many interconnected ML one devices can share the same mixed reality gaming environment. Strategy games in MR offer new possibilities for merging digital and physical play spaces and augment the establish rules and practices of board and strategy games.
https://shapecommander.wordpress.com
Fight On - Fight On! is a single-player Virtual Reality shooting game where the player needs to save a baby before it turns into a MONSTER. You play a human being stuck in a weird world - where humanoids and fantasy characters co-exist. The game setting is comical; the characters have distinct animations and sounds which make the experience hilariously crazy.
http://www-scf.usc.edu/~pranshug/arvr/
God’s Eye - God’s Eye is exploring the potential of serious physical and cyber threats in the era of Mixed Reality. What information can someone have access to through the transparent lenses that can potential become a threat to individuals and the society? God’s eye developed a tool for vulnerability assessment of an individual in a generic social setting that allows a user (potentially a criminal) to recognize a persons face and overlay data mined from various public resources, databases and API’s such as Facebook, LinkedIn, Glassdoor, Venmo etc. Using the tool one can combine data from various resources and assess the individual’s vulnerability score before engaging in potential physical or cyber crime activities. The project was developed in collaboration with Symantec and offers insight of potential threats in the near future that could arise from camera equipped MR devices connected to AI powered cloud services.
https://gods-eye.herokuapp.com
Incognito - Incognito is a speculative design and engineering project exploring the future of Cybersecurity in Mixed Reality using the Hololens. The project was developed in collaboration with Symantec and visualizes the threats and data privacy issues a user might face while browsing seemingly innocuous websites on the internet and explores various ways for privacy and security protection.
https://bpai80.wixsite.com/incognito
Infinity Wars - Infinity Wars is a virtual reality shooting game where the hero is at the last line of defense between an invading force and the space station. Use guns and shields to fend off asteroids and drones.
http://www-scf.usc.edu/~yashndos/InfinityWars/index.html
The Odyssey - Odyssey is an immersive VR game for the Positron Voyager motion platform chair. The user is playing the role of a space cadet and uses joysticks to control a spaceship and complete all the objectives of a given mission in three phases. The game involves space traveling, precise navigation through meteorites, a landing challenge and the exploration of the surface of a planet using either a giant robot or a space rover, all emulated through the Voyager Positron chair that simulates the feeling and the motion of flying in a spaceship and driving vehicles over a rocky surface.
https://sethip8.wixsite.com/voyager
Project Tranquil - This project explores the potential of using an immersive motion platform such as the Positron Voyager chair to immediately transcend the user into a meditative state and assist them through daily stress and anxiety management. The basic idea is to tranquilize the user through a subtle motion that emulates the rocking of a small boat in the water during sunset. The combination of haptic feedback, music, immersive visuals and the option of a guided meditation voice over, with the subtle rocking of the chair illustrated a dramatic effect in stress reduction and a strong sense of presence.
https://spujari5.wixsite.com/projecttranquilusc
Rush Diving - Rush Diving is a virtual reality game using Oculus Rift where the player experiences the thrill of flying and diving on a magic carpet.
https://rushdiving.wordpress.com
VR Breathing - Running experiments in Virtual Reality is something that interests researchers all over the world. In collaboration with EPFL in Switzerland we developed a virtual lab for researchers exploring wind mechanics and exhalation as a primary input for interaction, using a custom wireless sensor. We developed a back end data acquisition framework that works with various prototypes that researchers can arrange within the lab (eg. blowing candles, making different sounds by blowing in bottles , etc). In this way, we wish to provide a state-of-the-art interface for researchers who are seeking to explore presence, embodiment and agency in VR and make data collection and running an experiment an easier and more accessible process.
https://qilewang6.wixsite.com/epfl
CSCI-526 Mobile Games - Presentations
12/04/2019 10:00
CSCI-526 Mobile Games Fall 2019 games & team web pages are below!
The syllabus for that class is here.
Black Queen - 6 player card game
http://www-scf.usc.edu/~yashndos/BlackQueen/index.html
BoBo Defense - tower defense
https://uscliuxu.wixsite.com/mysite
Bride Wars - Princess’ Attack - an action RPG.
https://shawnock.github.io/
Car Transformer - racing game
https://qiucw.github.io/Transformer/
City Runner - infinite runner game
https://lupeijia.wixsite.com/city-runner
Cooking Journey 2D/3D hybrid game
https://cookingjourneycsci526.github.io/
Cube Game - 2D puzzle platformer
https://kotharyparshav.github.io
Cupid - 2D arrow shooting game
https://pufferfish-harp-p6pg.squarespace.com/
Escort the Payload - survival game
http://3.19.68.147
Frozen - maze game
https://yinhsiayen.wixsite.com/526game
Moving Master - puzzle game
http://www-scf.usc.edu/~jieyin/moving-master
Resurrection - action RPG
http://www-scf.usc.edu/~cskheman/game/
Rushing Light - a music game
https://liangweizhao.github.io/light_chaser
Tower Warfare - AR Tower creation & destruction game.
http://www-scf.usc.edu/~kvasudev/towerwarfare/
The syllabus for that class is here.
Black Queen - 6 player card game
http://www-scf.usc.edu/~yashndos/BlackQueen/index.html
BoBo Defense - tower defense
https://uscliuxu.wixsite.com/mysite
Bride Wars - Princess’ Attack - an action RPG.
https://shawnock.github.io/
Car Transformer - racing game
https://qiucw.github.io/Transformer/
City Runner - infinite runner game
https://lupeijia.wixsite.com/city-runner
Cooking Journey 2D/3D hybrid game
https://cookingjourneycsci526.github.io/
Cube Game - 2D puzzle platformer
https://kotharyparshav.github.io
Cupid - 2D arrow shooting game
https://pufferfish-harp-p6pg.squarespace.com/
Escort the Payload - survival game
http://3.19.68.147
Frozen - maze game
https://yinhsiayen.wixsite.com/526game
Moving Master - puzzle game
http://www-scf.usc.edu/~jieyin/moving-master
Resurrection - action RPG
http://www-scf.usc.edu/~cskheman/game/
Rushing Light - a music game
https://liangweizhao.github.io/light_chaser
Tower Warfare - AR Tower creation & destruction game.
http://www-scf.usc.edu/~kvasudev/towerwarfare/
CSCI-599 Applied Machine Learning for Games - Presentations
12/03/2019 12:00
CSCI-599 Applied Machine Learning for Games presentations & team pages are below.
The syllabus for that class is here.
Github for the course
https://github.com/csci-599-applied-ml-for-games
Adversarial-Deep-Q-Learning-Bot-for-Scotland-Yard:
Members: Harish Mohan, Khadija Zavery, Priyanka Narendra, Ramya NL, Shreyasi Chaudhary
Project Slides: https://docs.google.com/presentation/d/1O1fWk9NQ1tzLla8KOJslvunryjoEXq0qEQQ9E9_Fdds/edit?usp=sharing
Project Video: https://drive.google.com/a/usc.edu/file/d/1TfyMyP5O1V6UFFd0WuhJLBxsGQJu7YTT/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Adversarial-Deep-Q-Learning-Bot-for-Scotland-Yard
ale-transfer-learning:
Members: ABHAY ATRISH, KUNAL KOTWANI, KUSHAL D’SOUZA, PRABHJOT SINGH
Project Slides: https://prezi.com/p/zv8y_pd6cd0v/cs599-final-presentation/
Project Video: https://prezi.com/p/zv8y_pd6cd0v/cs599-final-presentation/
Github: https://github.com/csci-599-applied-ml-for-games/ale-transfer-learning
AML-in-Hovenstar:
Members: Zhewen Miao, Michael Yuen, Yifan Meng, Ye Xiao, Mengchen Tan, Chengxiang Duan
Project Slides: https://docs.google.com/presentation/d/1HnPtfEytc9EkMdGZvszt6NxtLTzqUTV4tMsk9Uv1yF8/edit?usp=sharing
Project Video: https://drive.google.com/file/d/1jd7iSqrAV1cJekA_Jx4zRO5MtwIvj4Xc/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/AML-in-Hovenstar
Auto-Drive-Self-Driving-Car:
Members: Namita Atri, Kaushik Shakkari, Rajat Agarwal, Pranav Gupta, Ishita Bedi
Project Slides: https://drive.google.com/file/d/1Vb5TahgsjLckevwtNrh5TgVRunQDNu3X/view?usp=sharing
Project Video: https://drive.google.com/open?id=1MNv6Fudl923YAp-lGRLVHfOPewaIr1xS
Github: https://github.com/csci-599-applied-ml-for-games/Auto-Drive-Self-Driving-Car-
Autonomous Racing Group:
Members: Baiyu Huang, Mengqian Yu
Project Slides: https://docs.google.com/presentation/d/1ClGHePbG3vONq5iPOeMZuXPsmiz8X9o8DTq4ZvwaIPo/edit?usp=sharing
Project Video: https://www.youtube.com/watch?v=UB6iie335yM
Github:
CubeRocker:
Members: Ouyu Lan, Peiyuan Qi
Project Slides: https://docs.google.com/presentation/d/1EEHSAi6k4wFvYTBy_BaSZlGpVgW-5gLUuxDONjm-BjE/edit?usp=sharing
Project Video: https://drive.google.com/file/d/1gv-E9f-BDWpNY7tUTisWlKlf4zZEASr6/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/CubeRocker
cs599-deepfakes:
Members: Adarsh Gopalakrishnan, Niveditha Kumaran
Project Slides: https://drive.google.com/open?id=1fCE8zqzqWXXnxvHaj8M4xYjvQBNQ3lwd
Project Video: https://drive.google.com/file/d/1i85q6m8PlUO4Oo_Q17YacO-GnFu53tMQ/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/cs599-deepfakes
DeepRL-For-RTS:
Members: Dhruv Mathew, Dhineshkumar Ramasubbu, Alagappan Maruthappan, Sushanth Ikshwaku Sriramaraju, Samiksha Manjunath
Project Slides: https://docs.google.com/presentation/d/1N0FLOH2mg3FU5BvXBBEPskUHQm2K--CN/edit#slide=id.p1
Project Video: https://www.youtube.com/watch?v=AK7aE2n2JLc&feature=youtu.be
Github: https://github.com/csci-599-applied-ml-for-games/DeepRTS
Donkey-Kong-ML:
Members: Ryota Dan, Aayushi Jethwani, Shivaan Kulanathan, Phathorn Thammasorn, Kristian Skistad
Project Slides: https://docs.google.com/presentation/d/1zgkaw6DUaODrrIH522tc-jPoBLIVb88JVLH3WvPtV2M/edit?usp=sharing
Project Video: https://drive.google.com/file/d/1yq-EPUoK_KTv_uSGgl6Db67yN2dJ1BLy/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Donkey-Kong-ML
FormBuddy:
Members: Christina Acojedo, Richie Gowtham, Cole Heflin, Abel John, Varun Vegi, Zili Zhou
Project Slides: https://drive.google.com/drive/u/1/folders/1Z3FDLQ3EJnXJcwX3tSJEP8TaTpCq450r
Project Video: https://drive.google.com/drive/u/1/folders/1Z3FDLQ3EJnXJcwX3tSJEP8TaTpCq450r
Github: https://github.com/csci-599-applied-ml-for-games/FormBuddy
Generic-Bot-for-racing-Games:
Members: Pramod Chandra Samudrala, Rittwik Adhikari, Bharath Chintamani
Project Slides: https://drive.google.com/open?id=1ZygRB2XCAN-WXQTYQV8eZ4T95O12tMJ_zB0c7K-psFA
Project Video: https://drive.google.com/file/d/1NT5H40A4bTi3N5gttJzUF5og2IHjkl94/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Generic-Bot-for-racing-Games
League-of-legends-bot:
Members: Brighton Keslin, Raunaq Trivedi, Bhanu Arora, Vani Singala, Menaka Ravi, Aishwarya Lohokare
Project Slides: https://docs.google.com/presentation/d/1CysfGGh9-O9KBqH5a-T8ncFDLtz4w6CH2cW5GfJH51E/edit?usp=sharing
Project Video: https://drive.google.com/a/usc.edu/file/d/1pfB3na3cBMGpqV61aJ8TGsxrXeY8EJpf/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/league-of-legends-bot
Max-up:
Members: Neelesh Vyas, Prachi Pravin Bhavsar
Project Slides: https://drive.google.com/open?id=1ANZfcF-HOpXD3UL4m_30RdZNcq7r23z-
Project Video: https://drive.google.com/open?id=1YDR_5XQs-6i881MGGgTKo46D6m0DHtGX
Github: https://github.com/csci-599-applied-ml-for-games/max-up
ML-football-commentary:
Members: Krish Lalwani, Mohak Wagh, Pranali Majmundar
Project Slides: https://drive.google.com/open?id=1qcYWyYXJYv197AKTvGrK32cKX-MPVdp8
Project Video: https://drive.google.com/open?id=1sVtXNz45FS4wXdCjFsbv85QqzoZ2SZbz
Github: https://github.com/csci-599-applied-ml-for-games/ML-football-commentary
Neural-Aim-Bot-for-CSGO:
Members: Saikrishna Chaitanya, Everest Law, Sanil Rego
Project Slides: https://drive.google.com/open?id=1dq-iVMe3fhjRLaoGUrEh1ybYrA5WqeD9
Project Video: https://drive.google.com/open?id=1Ilxle7xFdR5s3SHiv6u0A2BN6m2NRNyq
Github: https://github.com/csci-599-applied-ml-for-games/Neural-Aim-Bot-for-CSGO
NPC-Model:
Members: Varinthorn Bulakul, Nipun Singhal, Devansh Sharma, Dhananjay Tyagi, Zilu Li
Project Slides: https://drive.google.com/open?id=1ec5SBOcFrAo0eswQcGgOVCPFcL_n4M93hvOJmCU7kuk
Project Video: https://drive.google.com/open?id=1-asYYUGRhNIDpjIhYfSSrxbe8SyTSrZ3
Github: https://github.com/csci-599-applied-ml-for-games/NPC-Model
PokemonBattlerBot:
Members: Trevor Apple, Stephen Koy, Dan Yang, Divyanshi Sharma, Akshay Gulati
Project Slides: https://docs.google.com/presentation/d/1NleimDHb4C4zcj8C7TacQD-REnR2R-kGjD7GrKnr74I/edit?usp=sharing
Project Video: https://drive.google.com/file/d/19yGnY-snYW428kEAM9lm8vrKJE7fUyE4/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/PokemonBattlerBot
Pommerman:
Members: Kevin Cheng, Jameson Thai, Lance Newby, Myron Kwan, Allen Shen, Tianyi Sun, Muhammad Usmar Shahid, Raja Zain Abbas
Project Slides: https://docs .google.com/presentation/d/1L66DwXQKGa_Jknv6KJ577HtwSrYBmByJGZ0kJN8WT3c/edit?usp=sharing
Project Video: https://www.youtube.com/watch?v=_EHb5Zf_MeI&feature=youtu.be
Github: https://github.com/Pommerman/bomberman
Reinforcement-Learning-Contra:
Members: Karan Maheshwari, Namish Maheshwari, Saranya Kolanu, Swathi Nayak
Project Slides: https://drive.google.com/open?id=1Y1JF9RlVp1bSH8ZXX62-C0DzAM3SdgM7
Project Video: https://drive.google.com/open?id=1PmJOaavrSai-moNNMpZaQrAOS8-RM-Cp
Github: https://github.com/csci-599-applied-ml-for-games/Reinforcement-Learning-Contra
Slither.io_bot:
Members: Ankita Goswami, Kartikey Sapra, Sweety Bhartia, Trasha Dewan
Project Slides: https://drive.google.com/file/d/1n8By2aGK81lx2MwAzjhryJRjuIUxxKkg/view
Project Video: https://drive.google.com/file/d/1yz3kGX71AcCD_B4CLV2t2-Kt8wWN6ol2/view
Github: https://github.com/csci-599-applied-ml-for-games/Slither.io_bot
Sonic-Hedge-Bot:
Members: Akshansh, Rishabh and Shashank
Project Slides: https://drive.google.com/open?id=1A5Xs1BDRegvnEEQ7dLPiBagfrMBn7Li2/view?usp=sharing
Project Video: https://www.youtube.com/watch?v=gq6r8FbvUQw&feature=youtu.be
Github: https://github.com/csci-599-applied-ml-for-games/Sonic-Hedge-Bot
Stylized-Game-Env-Generation:
Members: Apoorva K H, Dhanya Raghu, Pulkit Pattnaik
Project Slides: https://drive.google.com/file/d/1P71jXcVWDDWKz7HtZMdG3nb_d288NSie/view?usp=sharing
Project Video: https://docs.google.com/presentation/d/1x7kmxYHpmhKsd6f9tguohKGLD6ZkRarEy9FMiXHJw90/edit?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Stylized-Game-Env-Generation
Sungpi (Screeps RL):
Members: Sungwon Chung
Project Slides: https://www.dropbox.com/s/nxgscr7idtje76h/Sungwon_Chung_8805925407.pdf?dl=0
Project Video: https://youtu.be/RaaTWEtA9fY
Github: https://github.com/csci-599-applied-ml-for-games/Screeps-RL
Transfer-Learning-Atari-Games:
Members: Chethan R Shetty, Dhanush Devraj, Jayanth Balachandra, Kruthi Channamallikarjuna
Project Slides: https://docs.google.com/presentation/d/1Jih0p2ZOW52D0efmKaqWQdY5xFsky-0nagLvnWxdb74/edit?usp=sharing
Project Video: https://www.youtube.com/watch?v=EOIF9reE8zI
Github: https://github.com/csci-599-applied-ml-for-games/Transfer-Learning-Atari-Games
Waterboi:
Members: Ikshita Mishra, Harmeet Singh, Gursheen Grewal, Sarthak Seth
Project Slides: https://drive.google.com/file/d/1g1oQjYvufuNoUYE4mzPrCRqJksGqNhze/view?usp=sharing
Project Video: https://drive.google.com/file/d/1f4s6-o8aaFJu1pQFY2j4C57eb9P5DR4C/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/PlayWithObjects-WaterBoi
The syllabus for that class is here.
Github for the course
https://github.com/csci-599-applied-ml-for-games
Adversarial-Deep-Q-Learning-Bot-for-Scotland-Yard:
Members: Harish Mohan, Khadija Zavery, Priyanka Narendra, Ramya NL, Shreyasi Chaudhary
Project Slides: https://docs.google.com/presentation/d/1O1fWk9NQ1tzLla8KOJslvunryjoEXq0qEQQ9E9_Fdds/edit?usp=sharing
Project Video: https://drive.google.com/a/usc.edu/file/d/1TfyMyP5O1V6UFFd0WuhJLBxsGQJu7YTT/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Adversarial-Deep-Q-Learning-Bot-for-Scotland-Yard
ale-transfer-learning:
Members: ABHAY ATRISH, KUNAL KOTWANI, KUSHAL D’SOUZA, PRABHJOT SINGH
Project Slides: https://prezi.com/p/zv8y_pd6cd0v/cs599-final-presentation/
Project Video: https://prezi.com/p/zv8y_pd6cd0v/cs599-final-presentation/
Github: https://github.com/csci-599-applied-ml-for-games/ale-transfer-learning
AML-in-Hovenstar:
Members: Zhewen Miao, Michael Yuen, Yifan Meng, Ye Xiao, Mengchen Tan, Chengxiang Duan
Project Slides: https://docs.google.com/presentation/d/1HnPtfEytc9EkMdGZvszt6NxtLTzqUTV4tMsk9Uv1yF8/edit?usp=sharing
Project Video: https://drive.google.com/file/d/1jd7iSqrAV1cJekA_Jx4zRO5MtwIvj4Xc/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/AML-in-Hovenstar
Auto-Drive-Self-Driving-Car:
Members: Namita Atri, Kaushik Shakkari, Rajat Agarwal, Pranav Gupta, Ishita Bedi
Project Slides: https://drive.google.com/file/d/1Vb5TahgsjLckevwtNrh5TgVRunQDNu3X/view?usp=sharing
Project Video: https://drive.google.com/open?id=1MNv6Fudl923YAp-lGRLVHfOPewaIr1xS
Github: https://github.com/csci-599-applied-ml-for-games/Auto-Drive-Self-Driving-Car-
Autonomous Racing Group:
Members: Baiyu Huang, Mengqian Yu
Project Slides: https://docs.google.com/presentation/d/1ClGHePbG3vONq5iPOeMZuXPsmiz8X9o8DTq4ZvwaIPo/edit?usp=sharing
Project Video: https://www.youtube.com/watch?v=UB6iie335yM
Github:
CubeRocker:
Members: Ouyu Lan, Peiyuan Qi
Project Slides: https://docs.google.com/presentation/d/1EEHSAi6k4wFvYTBy_BaSZlGpVgW-5gLUuxDONjm-BjE/edit?usp=sharing
Project Video: https://drive.google.com/file/d/1gv-E9f-BDWpNY7tUTisWlKlf4zZEASr6/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/CubeRocker
cs599-deepfakes:
Members: Adarsh Gopalakrishnan, Niveditha Kumaran
Project Slides: https://drive.google.com/open?id=1fCE8zqzqWXXnxvHaj8M4xYjvQBNQ3lwd
Project Video: https://drive.google.com/file/d/1i85q6m8PlUO4Oo_Q17YacO-GnFu53tMQ/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/cs599-deepfakes
DeepRL-For-RTS:
Members: Dhruv Mathew, Dhineshkumar Ramasubbu, Alagappan Maruthappan, Sushanth Ikshwaku Sriramaraju, Samiksha Manjunath
Project Slides: https://docs.google.com/presentation/d/1N0FLOH2mg3FU5BvXBBEPskUHQm2K--CN/edit#slide=id.p1
Project Video: https://www.youtube.com/watch?v=AK7aE2n2JLc&feature=youtu.be
Github: https://github.com/csci-599-applied-ml-for-games/DeepRTS
Donkey-Kong-ML:
Members: Ryota Dan, Aayushi Jethwani, Shivaan Kulanathan, Phathorn Thammasorn, Kristian Skistad
Project Slides: https://docs.google.com/presentation/d/1zgkaw6DUaODrrIH522tc-jPoBLIVb88JVLH3WvPtV2M/edit?usp=sharing
Project Video: https://drive.google.com/file/d/1yq-EPUoK_KTv_uSGgl6Db67yN2dJ1BLy/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Donkey-Kong-ML
FormBuddy:
Members: Christina Acojedo, Richie Gowtham, Cole Heflin, Abel John, Varun Vegi, Zili Zhou
Project Slides: https://drive.google.com/drive/u/1/folders/1Z3FDLQ3EJnXJcwX3tSJEP8TaTpCq450r
Project Video: https://drive.google.com/drive/u/1/folders/1Z3FDLQ3EJnXJcwX3tSJEP8TaTpCq450r
Github: https://github.com/csci-599-applied-ml-for-games/FormBuddy
Generic-Bot-for-racing-Games:
Members: Pramod Chandra Samudrala, Rittwik Adhikari, Bharath Chintamani
Project Slides: https://drive.google.com/open?id=1ZygRB2XCAN-WXQTYQV8eZ4T95O12tMJ_zB0c7K-psFA
Project Video: https://drive.google.com/file/d/1NT5H40A4bTi3N5gttJzUF5og2IHjkl94/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Generic-Bot-for-racing-Games
League-of-legends-bot:
Members: Brighton Keslin, Raunaq Trivedi, Bhanu Arora, Vani Singala, Menaka Ravi, Aishwarya Lohokare
Project Slides: https://docs.google.com/presentation/d/1CysfGGh9-O9KBqH5a-T8ncFDLtz4w6CH2cW5GfJH51E/edit?usp=sharing
Project Video: https://drive.google.com/a/usc.edu/file/d/1pfB3na3cBMGpqV61aJ8TGsxrXeY8EJpf/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/league-of-legends-bot
Max-up:
Members: Neelesh Vyas, Prachi Pravin Bhavsar
Project Slides: https://drive.google.com/open?id=1ANZfcF-HOpXD3UL4m_30RdZNcq7r23z-
Project Video: https://drive.google.com/open?id=1YDR_5XQs-6i881MGGgTKo46D6m0DHtGX
Github: https://github.com/csci-599-applied-ml-for-games/max-up
ML-football-commentary:
Members: Krish Lalwani, Mohak Wagh, Pranali Majmundar
Project Slides: https://drive.google.com/open?id=1qcYWyYXJYv197AKTvGrK32cKX-MPVdp8
Project Video: https://drive.google.com/open?id=1sVtXNz45FS4wXdCjFsbv85QqzoZ2SZbz
Github: https://github.com/csci-599-applied-ml-for-games/ML-football-commentary
Neural-Aim-Bot-for-CSGO:
Members: Saikrishna Chaitanya, Everest Law, Sanil Rego
Project Slides: https://drive.google.com/open?id=1dq-iVMe3fhjRLaoGUrEh1ybYrA5WqeD9
Project Video: https://drive.google.com/open?id=1Ilxle7xFdR5s3SHiv6u0A2BN6m2NRNyq
Github: https://github.com/csci-599-applied-ml-for-games/Neural-Aim-Bot-for-CSGO
NPC-Model:
Members: Varinthorn Bulakul, Nipun Singhal, Devansh Sharma, Dhananjay Tyagi, Zilu Li
Project Slides: https://drive.google.com/open?id=1ec5SBOcFrAo0eswQcGgOVCPFcL_n4M93hvOJmCU7kuk
Project Video: https://drive.google.com/open?id=1-asYYUGRhNIDpjIhYfSSrxbe8SyTSrZ3
Github: https://github.com/csci-599-applied-ml-for-games/NPC-Model
PokemonBattlerBot:
Members: Trevor Apple, Stephen Koy, Dan Yang, Divyanshi Sharma, Akshay Gulati
Project Slides: https://docs.google.com/presentation/d/1NleimDHb4C4zcj8C7TacQD-REnR2R-kGjD7GrKnr74I/edit?usp=sharing
Project Video: https://drive.google.com/file/d/19yGnY-snYW428kEAM9lm8vrKJE7fUyE4/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/PokemonBattlerBot
Pommerman:
Members: Kevin Cheng, Jameson Thai, Lance Newby, Myron Kwan, Allen Shen, Tianyi Sun, Muhammad Usmar Shahid, Raja Zain Abbas
Project Slides: https://docs .google.com/presentation/d/1L66DwXQKGa_Jknv6KJ577HtwSrYBmByJGZ0kJN8WT3c/edit?usp=sharing
Project Video: https://www.youtube.com/watch?v=_EHb5Zf_MeI&feature=youtu.be
Github: https://github.com/Pommerman/bomberman
Reinforcement-Learning-Contra:
Members: Karan Maheshwari, Namish Maheshwari, Saranya Kolanu, Swathi Nayak
Project Slides: https://drive.google.com/open?id=1Y1JF9RlVp1bSH8ZXX62-C0DzAM3SdgM7
Project Video: https://drive.google.com/open?id=1PmJOaavrSai-moNNMpZaQrAOS8-RM-Cp
Github: https://github.com/csci-599-applied-ml-for-games/Reinforcement-Learning-Contra
Slither.io_bot:
Members: Ankita Goswami, Kartikey Sapra, Sweety Bhartia, Trasha Dewan
Project Slides: https://drive.google.com/file/d/1n8By2aGK81lx2MwAzjhryJRjuIUxxKkg/view
Project Video: https://drive.google.com/file/d/1yz3kGX71AcCD_B4CLV2t2-Kt8wWN6ol2/view
Github: https://github.com/csci-599-applied-ml-for-games/Slither.io_bot
Sonic-Hedge-Bot:
Members: Akshansh, Rishabh and Shashank
Project Slides: https://drive.google.com/open?id=1A5Xs1BDRegvnEEQ7dLPiBagfrMBn7Li2/view?usp=sharing
Project Video: https://www.youtube.com/watch?v=gq6r8FbvUQw&feature=youtu.be
Github: https://github.com/csci-599-applied-ml-for-games/Sonic-Hedge-Bot
Stylized-Game-Env-Generation:
Members: Apoorva K H, Dhanya Raghu, Pulkit Pattnaik
Project Slides: https://drive.google.com/file/d/1P71jXcVWDDWKz7HtZMdG3nb_d288NSie/view?usp=sharing
Project Video: https://docs.google.com/presentation/d/1x7kmxYHpmhKsd6f9tguohKGLD6ZkRarEy9FMiXHJw90/edit?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/Stylized-Game-Env-Generation
Sungpi (Screeps RL):
Members: Sungwon Chung
Project Slides: https://www.dropbox.com/s/nxgscr7idtje76h/Sungwon_Chung_8805925407.pdf?dl=0
Project Video: https://youtu.be/RaaTWEtA9fY
Github: https://github.com/csci-599-applied-ml-for-games/Screeps-RL
Transfer-Learning-Atari-Games:
Members: Chethan R Shetty, Dhanush Devraj, Jayanth Balachandra, Kruthi Channamallikarjuna
Project Slides: https://docs.google.com/presentation/d/1Jih0p2ZOW52D0efmKaqWQdY5xFsky-0nagLvnWxdb74/edit?usp=sharing
Project Video: https://www.youtube.com/watch?v=EOIF9reE8zI
Github: https://github.com/csci-599-applied-ml-for-games/Transfer-Learning-Atari-Games
Waterboi:
Members: Ikshita Mishra, Harmeet Singh, Gursheen Grewal, Sarthak Seth
Project Slides: https://drive.google.com/file/d/1g1oQjYvufuNoUYE4mzPrCRqJksGqNhze/view?usp=sharing
Project Video: https://drive.google.com/file/d/1f4s6-o8aaFJu1pQFY2j4C57eb9P5DR4C/view?usp=sharing
Github: https://github.com/csci-599-applied-ml-for-games/PlayWithObjects-WaterBoi