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self-play

Here are 56 public repositories matching this topic...

suragnair / alpha-zero-general

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

reinforcement-learning deep-learning neural-network tensorflow keras pytorch mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play

Updated Jun 6, 2024
Jupyter Notebook

opendilab / DI-engine

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

python reinforcement-learning impala reinforcement-learning-algorithms minigrid atari imitation-learning distributed-system drl inverse-reinforcement-learning r2d2 smac mujoco multiagent-reinforcement-learning pytorch-rl self-play model-based-reinforcement-learning exploration-exploitation distributed-reinforcement-learning offline-rl

Updated Dec 3, 2024
Python

opendilab / DI-star

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

deep-learning deep-reinforcement-learning league artificial-intelligence starcraft2 self-play reinforcment-learning

Updated May 6, 2024
Python

opendilab / LightZero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

Updated Dec 3, 2024
Python

uclaml / SPIN

The official implementation of Self-Play Fine-Tuning (SPIN)

deep-learning fine-tuning self-play large-language-models

Updated May 8, 2024
Python

uclaml / SPPO

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

deep-learning fine-tuning self-play large-language-models rlhf

Updated Nov 23, 2024
Python

inspirai / TimeChamber

A Massively Parallel Large Scale Self-Play Framework

reinforcement-learning deep-reinforcement-learning multi-agent self-play isaac-gym

Updated Jan 9, 2023
Python

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.

lstm quantitative-finance ray limit-order-book quantitative-trading financial-engineering market-microstructure zero-sum high-frequency-trading gym-environment ppo self-play double-auction multi-agent-reinforcement-learning rllib marl n-player zero-sum-games

Updated Jan 1, 2023
Jupyter Notebook

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.

game machine-learning reinforcement-learning deep-learning tensorflow tic-tac-toe connect-four reversi mcts othello tictactoe resnet deepmind connect4 alphago-zero alpha-zero alphazero self-play

Updated Apr 14, 2018
Python

Naton1 / osrs-pvp-reinforcement-learning

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

python java machine-learning reinforcement-learning deep-learning runescape pytorch artificial-intelligence gym rsps osrs oldschool-runescape ppo self-play

Updated Feb 11, 2024
Java

seungeunrho / football-paris

The exact codes used by the team "liveinparis" at the kaggle football competition ranked 6th/1141

reinforcement-learning pytorch kaggle ppo self-play gfootball liveinparis

Updated Dec 14, 2020
Python

dellalibera / td-gammon

TD-Gammon implementation

game reinforcement-learning neural-network pytorch artificial-intelligence convolutional-neural-networks backgammon value-function temporal-differencing-learning self-play

Updated Sep 25, 2023
Python

dellalibera / gym-backgammon

Backgammon OpenAI Gym

game reinforcement-learning openai-gym artificial-intelligence gym backgammon td-learning td-gammon temporal-differencing-learning openai-gym-environment self-play gym-env backgammon-game gym-backgammon

Updated May 16, 2024
Python

cestpasphoto / alpha-zero-general

A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, … Browser version available

python reinforcement-learning pytorch numba alphago the-little-prince splendor alphago-zero alphazero machikoro self-play minivilles santorini santorini-game

Updated Jun 14, 2024
Python

ShibiHe / Model-Free-Episodic-Control

This is the implementation of paper Model Free Episodic Control

numpy openai-gym deep game-theory knn fictitious self-play dqn-ep

Updated Sep 30, 2019
Python

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.

machine-learning reinforcement-learning neural-network unity tensorflow unity3d artificial-intelligence ml-agents self-play

Updated Jan 24, 2023
C#

tobiasemrich / SchafkopfRL

AI agents for the bavarian card game Schafkopf trained with reinforcement learning

reinforcement-learning pytorch card-game schafkopf ppo self-play imperfect-information-game

Updated Apr 23, 2024
Python

sirmammingtonham / alphastone

Using self-play, MCTS, and a deep neural network to create a hearthstone ai player

ai deep-learning hearthstone deep-reinforcement-learning pytorch monte-carlo-tree-search alpha-zero self-play ismcts

Updated Nov 1, 2018
Python

cmubig / sorts

Code base for Social Robot Tree Search (SoRTS).

mcts intent-prediction self-play social-navigation

Updated Mar 19, 2024
Python

mbaske / ml-selfplay-fighter

Self-Play Boxing Match made with Unity Machine Learning Agents

unity ml-agents self-play

Updated Dec 11, 2021
C#

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