Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning
https://github.com/datamllab/awesome-game-ai

Starcraft
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).
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.
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IEEE Conference on Computational Intelligence and Games (CIG)
AAAI Workshop on Reinforcement Learning in Games
Bridging Game Theory and Deep Learning
IJCAI 2018 Computer Games Workshop
IEEE Conference on Games (CoG)
International Computer Games Association (ICGA)
Annual Computer Poker Competition
Awesome StarCraft AI
Awesome Deep Reinforcement Learning

Programming Languages

Python 13 C++ 3 JavaScript 2 Jupyter Notebook 2 HTML 1 Rust 1 Lua 1

Keywords

reinforcement-learning 13 deep-learning 6 alphago-zero 4 deep-reinforcement-learning 3 alphazero 3 gobang 3 gomoku 3 ai 3 tensorflow 3 artificial-intelligence 3 rl 2 game 2 game-ai 2 doudizhu 2 poker 2 openai-gym 2 self-play 2 pytorch 2 monte-carlo-tree-search 2 mcts 2 keras 2 alphago 2 alpha-zero 2 imperfect-information-games 1 gameai 1 pokerstars 1 aaai 1 aamas 1 poker-engine 1 ai-poker-game 1 texas-holdem-poker 1 agi 1 tf 1 aistats 1 artificial-general-intelligence 1 distributional 1 exploration-exploitation 1 othello 1 neural-network 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 javascript 1