GitHub topics: self-play
suragnair/alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Language: Jupyter Notebook - Size: 414 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 4,134 - Forks: 1,088
opendilab/LightZero
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
Language: Python - Size: 115 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 1,370 - Forks: 154
opendilab/DI-engine
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
Language: Python - Size: 292 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 3,405 - Forks: 400
Merve00akckaya/tictactoe_AI
Play classic Tic-Tac-Toe against an intelligent AI opponent in your terminal.
Language: Python - Size: 19.5 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0
opendilab/DI-star
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
Language: Python - Size: 19.4 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 1,273 - Forks: 120
uclaml/SPIN
The official implementation of Self-Play Fine-Tuning (SPIN)
Language: Python - Size: 3.49 MB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 1,146 - Forks: 100
inspirai/TimeChamber
A Massively Parallel Large Scale Self-Play Framework
Language: Python - Size: 182 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 337 - Forks: 35
jianzhnie/RLZero
A clean and easy implementation of MuZero, AlphaZero and Self-Play reinforcement learning algorithms for any game.
Language: Python - Size: 384 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 14 - Forks: 0
StarLight1212/self_play
Self play strategy for all interesting games.
Language: Jupyter Notebook - Size: 206 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0
uclaml/SPPO
The official implementation of Self-Play Preference Optimization (SPPO)
Language: Python - Size: 3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 463 - Forks: 47
cestpasphoto/alpha-zero-general
A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, … Browser version available
Language: Python - Size: 643 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 42 - Forks: 12
seungeunrho/football-paris
The exact codes used by the team "liveinparis" at the kaggle football competition ranked 6th/1141
Language: Python - Size: 56.4 MB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 57 - Forks: 12
shuoyang2000/STLgame
Code for "STLGame: Signal Temporal Logic Games in Adversarial Multi-Agent Systems"
Language: Python - Size: 24.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1
e-dong/space-war-rl
Recreating Bill Seiler's 1985 version of Space War and training RL agents with Self-Play
Language: Python - Size: 14.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 0
neoyung/connect-4
A reinforcement learning agent trained without prior human knowledge
Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 6
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.
Language: Python - Size: 124 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 88 - Forks: 28
hishamcse/Advanced-DRL-Renegades-Game-Bots
A collection of my implemented advanced & complex RL agents for games like Soccer, Street Fighter, Mortal Kombat, Rubik's Cube, Vizdoom, Montezuma, Kungfu-master, Super-Mario-bros, HalfCheetah and more by implementing advanced DRL concepts like decision transformers, RND, MARL, A3C, ICM & sample_factory. To see my other rl agents please visit
Language: Jupyter Notebook - Size: 119 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
keeeal/alpha-ut3
AlphaZero for ultimate tic-tac-toe.
Language: Python - Size: 1000 KB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0
lukasmyth96/Piggy
Using Value Iteration and Policy Iteration to discover the optimal solution for the strategic dice game PIG. Ultimately interested in whether the optimal solution can be reached through self-play alone.
Language: Python - Size: 23.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1
rlsn/AlphaYun Fork of sinmentis/AlphaYun
Play Bor-Bor Zan strategically!
Language: Python - Size: 1020 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
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.
Language: C# - Size: 8.4 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 9
Galtvam/OthelloZero
A Smart Agent using reinforcement learning with CNN + MCTS to learn to play Othello/Reversi
Language: Python - Size: 101 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
cmubig/sorts
Code base for Social Robot Tree Search (SoRTS).
Language: Python - Size: 39.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 3
tobiasemrich/SchafkopfRL
AI agents for the bavarian card game Schafkopf trained with reinforcement learning
Language: Python - Size: 482 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 34 - Forks: 5
avoroshilov/rl-selfplay
Simple reinforcement learning framework for selfplay experiments
Language: Python - Size: 22.5 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
Naton1/osrs-pvp-reinforcement-learning
Train a neural network to PvP in Old School RuneScape using reinforcement learning.
Language: Java - Size: 195 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 3
af1tang/convogym
A gym environment to train chatbots.
Language: Python - Size: 7.18 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 3
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.
Language: Jupyter Notebook - Size: 51.7 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 129 - Forks: 29
cedrickchee/baselines Fork of openai/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Language: Python - Size: 4.59 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 1
maniator/self-playing-baseball
Self playing, talking baseball game.
Language: TypeScript - Size: 251 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
backpropper/s2p
Code repository for On the interaction between supervision and self-play in emergent communication (ICLR 2020)
Language: Python - Size: 13.7 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 2
TARTRL/TARTRL
基于PyTorch的分布式强化学习框架
Language: Python - Size: 14.6 KB - Last synced at: 28 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0
Jackory/RPBT
Implementation of RPPO(Risk-sensitive PPO) and RPBT(Population-based self-play with RPPO)
Language: Python - Size: 56.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
novoselov-ab/ai-zero
Implementation of an AlphaGo Zero paper in one C++ header file without any dependencies
Language: C++ - Size: 11.5 MB - Last synced at: 23 days ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 5
dellalibera/gym-backgammon
Backgammon OpenAI Gym
Language: Python - Size: 5.67 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 31 - Forks: 11
dellalibera/td-gammon
TD-Gammon implementation
Language: Python - Size: 1.06 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 25 - Forks: 8
ChuaCheowHuan/PBT_MARL_watered_down
My attempt to reproduce a water down version of PBT (Population based training) for MARL (Multi-agent reinforcement learning) using DDPPO (Decentralized & distributed proximal policy optimization) from ray[rllib].
Language: Jupyter Notebook - Size: 441 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0
fqjin/2048NN
Train a neural network to play 2048
Language: Python - Size: 21.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
peldszus/alpha-zero-general-lib
An implementation of the AlphaZero algorithm for adversarial games to be used with the machine learning framework of your choice
Language: Python - Size: 154 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1
mbaske/ml-selfplay-fighter
Self-Play Boxing Match made with Unity Machine Learning Agents
Language: C# - Size: 389 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 4
riturajkaushik/self-learning-tic-tac-toe
Donald Michie's MENACE approach to an unbeatable self-learning Tic-Tac-Toe AI game
Language: Python - Size: 96.7 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 3
OneUpWallStreet/TD-Gammon
Implementation of TD Gammon algorithm by Gerald Tesauro at IBM's Thomas J. Watson Research Center in Python.
Language: Python - Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0
sirmammingtonham/alphastone
Using self-play, MCTS, and a deep neural network to create a hearthstone ai player
Language: Python - Size: 16.5 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 7
brayo303/GGPinLudii
Artificial Intelligence General Game Playing Undergraduate Thesis
Language: Java - Size: 21.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
ankursharma-iitd/AlphaZero-for-Go
Implementation of Alpha Go Zero - Reinforcement Learning Project, COL870 @iit-delhi
Language: Python - Size: 513 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
keeeal/temporal-ut3
Temporal difference learning for ultimate tic-tac-toe.
Language: Python - Size: 21.5 KB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 2
Kajune/KODOKU
Multi-agent Self-Play Reinforcement Learning Library
Language: Python - Size: 90.8 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
AutumnCrocus/shadow_sim
Emulator and AI of Shadowverse
Language: Python - Size: 579 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1
navreeetkaur/AlphaGoZero
Implementation of Alpha Go Zero - Reinforcement Learning Project, COL870 @iit-delhi
Language: Python - Size: 341 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
noahwillcrow/alpha-noah
A simple implementation of an AI game player inspired by AlphaZero
Language: Rust - Size: 231 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
ShibiHe/Model-Free-Episodic-Control
This is the implementation of paper Model Free Episodic Control
Language: Python - Size: 1.73 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 34 - Forks: 11
XLekunberri/ZeroChess
A chess program based on Deep Mind's AlphaZero.
Language: Python - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
