10 results found Sort:

suragnair
alpha-zero-general suragnair
1.0k
3.9k
mit
111
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
tf mcts keras gobang gomoku alphago othello pytorch alphazero self-play alpha-zero tensorflow alphago-zero deep-learning neural-network reinforcement-learning monte-carlo-tree-search
Created 2017-12-01
220 commits to master branch, last one 6 months ago
opendilab
DI-engine opendilab
373
3.1k
apache-2.0
22
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
drl r2d2 smac atari impala mujoco python minigrid self-play offline-rl pytorch-rl distributed-system imitation-learning reinforcement-learning exploration-exploitation inverse-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning-algorithms distributed-reinforcement-learning model-based-reinforcement-learning
Created 2021-07-04
821 commits to main branch, last one 16 days ago
opendilab
DI-star opendilab
115
1.2k
apache-2.0
19
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
league self-play starcraft2 deep-learning reinforcment-learning artificial-intelligence deep-reinforcement-learning
Created 2021-07-04
71 commits to main branch, last one 6 months ago
opendilab
LightZero opendilab
120
1.1k
apache-2.0
13
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
gym mcts atari gomoku muzero pytorch alphazero self-play tictactoe board-game board-games efficientzero gumbel-muzero mcts-algorithm sampled-muzero stochastic-muzero alpha-beta-pruning continuous-control reinforcement-learning monte-carlo-tree-search
Created 2022-10-08
187 commits to main branch, last one 2 days ago
uclaml
SPIN uclaml
92
1.0k
apache-2.0
12
The official implementation of Self-Play Fine-Tuning (SPIN)
self-play fine-tuning deep-learning large-language-models
Created 2024-02-04
100 commits to main branch, last one 6 months ago
uclaml
SPPO uclaml
62
498
apache-2.0
28
The official implementation of Self-Play Preference Optimization (SPPO)
rlhf self-play fine-tuning deep-learning large-language-models
Created 2024-06-13
26 commits to main branch, last one 4 months ago
inspirai
TimeChamber inspirai
32
319
mit
10
A Massively Parallel Large Scale Self-Play Framework
isaac-gym self-play multi-agent reinforcement-learning deep-reinforcement-learning
Created 2022-08-17
39 commits to main branch, last one about a year ago
ChuaCheowHuan
gym-continuousDoubleAuction ChuaCheowHuan
31
142
mit
7
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.
ppo ray lstm marl rllib n-player zero-sum self-play double-auction zero-sum-games gym-environment limit-order-book quantitative-finance quantitative-trading financial-engineering market-microstructure high-frequency-trading multi-agent-reinforcement-learning
Created 2019-07-20
309 commits to master branch, last one 4 years ago
Naton1
osrs-pvp-reinforcement-learning Naton1
22
77
unknown
4
Train a neural network to PvP in Old School RuneScape using reinforcement learning.
gym ppo java osrs rsps python pytorch runescape self-play deep-learning machine-learning oldschool-runescape reinforcement-learning artificial-intelligence
Created 2024-01-16
572 commits to master branch, last one 9 months ago
cestpasphoto
alpha-zero-general cestpasphoto
11
38
mit
2
A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, … Browser version available
numba python alphago pytorch splendor alphazero machikoro santorini self-play minivilles alphago-zero santorini-game the-little-prince reinforcement-learning
Created 2021-02-10
653 commits to master branch, last one 5 months ago