#Self-play

Showing 10 of 10 repositories tagged #self-play, ranked by stars

suragnair
suragnair
alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Score
100
★ 4.5k ⑂ 1.2k +1/day
Jupyter Notebook
opendilab
opendilab
DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Score
0
★ 3.6k ⑂ 436 +3/day
Python
opendilab
opendilab
DI-star

An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

Score
86
★ 1.4k ⑂ 125
Python
uclaml
uclaml
SPPO

The official implementation of Self-Play Preference Optimization (SPPO)

Score
71
★ 589 ⑂ 48 +1/day
Python
Naton1
Naton1
osrs-pvp-reinforcement-learning

Train a neural network to PvP in Old School RuneScape using reinforcement learning.

Score
57
★ 167 ⑂ 64
Java
ChuaCheowHuan
ChuaCheowHuan
gym-continuousDoubleAuction

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

Score
0
★ 154 ⑂ 31
Jupyter Notebook
blanyal
blanyal
alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

Score
43
★ 91 ⑂ 28
Python
dellalibera
dellalibera
gym-backgammon

Backgammon OpenAI Gym

Score
29
★ 58 ⑂ 16
Python
dellalibera
dellalibera
td-gammon

TD-Gammon implementation

Score
14
★ 53 ⑂ 12 +1/day
Python
Sebastian-Schuchmann
Sebastian-Schuchmann
Self-Play-TicTacToe-AI-ML-Agents-

A Self Play reinforcement learning Agent learns to play TicTacToe using the ML-Agents Framework in Unity.

Score
0
★ 40 ⑂ 8
C#
Related Topics
#reinforcement-learning#deep-learning#artificial-intelligence#neural-network#pytorch#tensorflow#machine-learning#game#alpha-zero#alphago-zero#alphazero#mcts

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