awesome-game-ai
Awesome Game AI materials of Multi-Agent Reinforcement Learning
https://github.com/datamllab/awesome-game-ai
Last synced: 11 days ago
JSON representation
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Competitions
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Starcraft
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Conferences and Workshops
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Open-Source Projects
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Chess Projects
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Chinese Chess Projects
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Dou Dizhu Projects
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Gomoku Projects
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Go Projects
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Mahjong Projects
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Starcraft Projects
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Texas Hold'em Projects
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Unified Toolkits
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Related Lists
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Research Papers
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Betting Games
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Bridge
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Dou Dizhu
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Go
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Mahjong
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Starcraft
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Review and General Papers
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Single-Agent vs. Multi-Agent
- AlphaGo - sized 19×19 board. In 2017, [AlphaZero](https://deepmind.com/blog/article/alphazero-shedding-new-light-grand-games-chess-shogi-and-go) taught itself from scratch and learned to master the games of chess, shogi, and Go. In more recent years, researchers have made efforts to poker games, such as [Libratus](https://science.sciencemag.org/content/359/6374/418), [DeepStack](https://science.sciencemag.org/content/356/6337/508) and [DouZero](https://github.com/kwai/DouZero), achieving expert-level performance in Texas Hold'em and Chinese Poker game Dou Dizhu. Now researchers keep progressing and achieve human-level AI on [Dota 2](https://openai.com/five/) and [Starcraft 2](https://deepmind.com/blog/article/alphastar-mastering-real-time-strategy-game-starcraft-ii) with deep reinforcement learning.
- Deep Q-learning - ai), [Minecraft](https://www.aaai.org/ocs/index.php/AAAI/AAAI17/paper/viewPaper/14630), and [Flappy Bird](https://github.com/yenchenlin/DeepLearningFlappyBird).
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What is Game AI?
Programming Languages
Categories
Sub Categories
Keywords
reinforcement-learning
13
deep-learning
6
alphago-zero
4
artificial-intelligence
3
ai
3
tensorflow
3
deep-reinforcement-learning
3
alphazero
3
gobang
3
gomoku
3
self-play
2
openai-gym
2
keras
2
pytorch
2
game-ai
2
monte-carlo-tree-search
2
mcts
2
alphago
2
doudizhu
2
game
2
rl
2
alpha-zero
2
poker
2
mahjong
1
mahjong-ai
1
mjai
1
riichi
1
aaai
1
aamas
1
agi
1
aistats
1
artificial-general-intelligence
1
distributional
1
exploration-exploitation
1
hierarchical-reinforcement-learning
1
iclr
1
icml
1
ijcai
1
inverse-rl
1
multiagent-reinforcement-learning
1
planning
1
reward
1
theoretical-computer-science
1
uai
1
chinese-chess
1
self-learning
1
board-game
1
starcraft2
1
reinforcment-learning
1
league
1