110 results found Sort:

google
dopamine google
1.4k
10.6k
apache-2.0
424
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
ai ml rl google tensorflow
Created 2018-07-26
348 commits to master branch, last one about a month ago
thu-ml
tianshou thu-ml
1.1k
8.1k
mit
94
An elegant PyTorch deep reinforcement learning library.
rl a2c bcq cql dqn drl npg ppo sac td3 ddpg trpo atari mujoco pytorch double-dqn transferlab policy-gradient imitation-learning
Created 2018-04-16
842 commits to master branch, last one 10 days ago
pytorch
ELF pytorch
566
3.4k
other
190
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
go rl alpha-zero alphago-zero rl-environment reinforcement-learning
This repository has been archived (exclude archived)
Created 2018-04-26
68 commits to master branch, last one 5 years ago
junxiaosong
AlphaZero_Gomoku junxiaosong
972
3.4k
mit
102
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
rl mcts gobang gomoku alphago pytorch alphazero board-game tensorflow alphago-zero self-learning reinforcement-learning monte-carlo-tree-search
Created 2017-12-21
49 commits to master branch, last one 8 months ago
werner-duvaud
muzero-general werner-duvaud
616
2.5k
mit
74
MuZero
rl gym mcts muzero alphago python3 pytorch alphazero tensorboard deep-learning self-learning model-based-rl muzero-general neural-network machine-learning residual-network reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning
Created 2019-12-27
132 commits to master branch, last one 2 years ago
pytorch
rl pytorch
324
2.4k
mit
42
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
ai rl marl torch control pytorch robotics decision-making machine-learning distributed-computing reinforcement-learning model-based-reinforcement-learning multi-agent-reinforcement-learning
Created 2022-02-01
1,737 commits to main branch, last one a day ago
IntelLabs
coach IntelLabs
462
2.3k
apache-2.0
126
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
rl onnx carla coach mxnet mujoco starcraft openai-gym roboschool starcraft2 tensorflow deep-learning starcraft2-ai imitation-learning reinforcement-learning distributed-reinforcement-learning hierarchical-reinforcement-learning
This repository has been archived (exclude archived)
Created 2017-10-01
524 commits to master branch, last one 2 years ago
DLR-RM
rl-baselines3-zoo DLR-RM
523
2.1k
mit
24
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
rl gym lab sde openai pytorch pybullet robotics optimization stable-baselines hyperparameter-search hyperparameter-tuning pybullet-environments reinforcement-learning tuning-hyperparameters deep-reinforcement-learning hyperparameter-optimization
Created 2020-05-05
384 commits to master branch, last one 15 days ago
pathak22
noreward-rl pathak22
301
1.4k
other
63
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
rl doom mario curiosity openai-gym tensorflow exploration deep-learning self-supervised deep-neural-networks deep-reinforcement-learning
Created 2017-05-15
10 commits to master branch, last one 6 years ago
MaximeVandegar
Papers-in-100-Lines-of-Code MaximeVandegar
146
1.3k
mit
26
Implementation of papers in 100 lines of code.
3d rl aes gans nerf papers python pytorch research educational deep-learning meta-learning diffusion-models generative-model machine-learning inverse-rendering neural-radiance-fields reinforcement-learning artificial-intelligence implementation-of-research-paper
Created 2020-10-26
108 commits to main branch, last one 19 days ago
araffin
rl-baselines-zoo araffin
208
1.1k
mit
32
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
rl gym zoo openai pybullet openai-gym optimization hyperparameters stable-baselines hyperparameter-search hyperparameter-tuning reinforcement-learning hyperparameter-optimization
Created 2018-10-31
237 commits to master branch, last one 3 years ago
MushroomRL
mushroom-rl MushroomRL
149
825
mit
23
Python library for Reinforcement Learning.
rl dqn sac ddpg trpo atari mujoco pytorch pybullet qlearning openai-gym deep-learning reinforcement-learning deep-reinforcement-learning
Created 2017-02-25
1,991 commits to dev branch, last one 25 days ago
google-research
seed_rl google-research
146
799
apache-2.0
46
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
rl gcp tf2 r2d2 atari impala deepmind-lab google-research-football
This repository has been archived (exclude archived)
Created 2019-10-14
190 commits to master branch, last one 2 years ago
google-research
rliable google-research
48
786
apache-2.0
11
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
rl google benchmarking machine-learning evaluation-metrics reinforcement-learning
Created 2021-08-20
72 commits to master branch, last one 4 months ago
utilForever
RosettaStone utilForever
80
656
agpl-3.0
22
Hearthstone simulator using C++ with some reinforcement learning
rl cpp cpp17 cplusplus python-api hearthstone rl-environment simulator-game hearthstone-api hearthstone-simulator reinforcement-learning
Created 2017-05-19
10,898 commits to main branch, last one 6 months ago
benedekrozemberczki
awesome-monte-carlo-tree-search-papers benedekrozemberczki
72
652
cc0-1.0
31
A curated list of Monte Carlo tree search papers with implementations.
rl atari learning q-learning monte-carlo tree-search deep-learning deep-q-learning policy-gradient machine-learning policy-evaluation reinforcement-learning monte-carlo-tree-search machine-learning-algorithms reinforcement-learning-agent reinforcement-learning-algorithms
Created 2019-11-22
112 commits to master branch, last one 9 months ago
araffin
rl-tutorial-jnrr19 araffin
117
622
mit
12
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
rl python notebook tutorial colab-notebook stable-baselines reinforcement-learning
Created 2019-10-10
75 commits to sb3 branch, last one about a year ago
ashishpatel26
Real-time-ML-Project ashishpatel26
260
612
unknown
10
A curated list of applied machine learning and data science notebooks and libraries across different industries.
dl ml rl keras theano project pytorch real-time tensorflow application deeplearning deep-learning ml-application real-time-data machinelearning machine-learning machine-learning-algorithms
Created 2019-06-19
51 commits to master branch, last one 5 years ago
yrlu
irl-imitation yrlu
146
596
unknown
31
Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
ml rl irl lfd imitation tensorflow machine-learning imitation-learning reinforcement-learning learning-from-demonstration inverse-reinforcement-learning
Created 2017-05-24
53 commits to master branch, last one 7 months ago
Toni-SM
skrl Toni-SM
60
594
mit
9
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Omniverse Isaac Gym and Isaac Lab
rl gym jax skrl python pytorch deepmind isaaclab robotics gymnasium isaac-gym isaac-lab isaac-sim robosuite openai-gym isaac-orbit deep-learning machine-learning nvidia-omniverse reinforcement-learning
Created 2021-10-18
1,444 commits to main branch, last one 2 months ago
neptune-ai
neptune-client neptune-ai
64
590
apache-2.0
16
📘 The experiment tracker for foundation model training
dl ml rl llm keras mlops logger optuna logging machine pytorch xgboost learning lightgbm comparison foundation monitoring tensorflow versioning visualization
Created 2019-02-11
2,106 commits to master branch, last one 2 days ago
Stable-Baselines-Team
stable-baselines3-contrib Stable-Baselines-Team
177
521
mit
20
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
rl gym sde gsde openai pytorch research robotics experimental machine-learning stable-baselines reinforcement-learning reinforcement-learning-algorithms
Created 2020-09-20
154 commits to master branch, last one 19 days ago
peteanderson80
Matterport3DSimulator peteanderson80
131
515
other
20
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
rl simulator vision-and-language matterport3d-dataset matterport3d-simulator reinforcement-learning natural-language-processing
Created 2017-09-29
210 commits to master branch, last one 3 years ago
denisyarats
drq denisyarats
52
408
mit
13
DrQ: Data regularized Q
rl drq gym sac pixel mujoco python control pytorch dm-control model-free off-policy actor-critic deep-learning soft-actor-crit data-augmentation reinforcement-learning deep-reinforcement-learning
Created 2020-04-29
14 commits to master branch, last one 3 years ago
zeroth-robotics
zeroth-bot zeroth-robotics
59
404
mit
13
3D-printed open-source humanoid robot platform for sim-to-real and RL
rl humanoid robotics simulation
Created 2024-09-03
326 commits to main branch, last one 18 days ago
wil3
gymfc wil3
102
403
mit
21
A universal flight control tuning framework
rl uav drone gazebo openai robotics benchmark openai-gym quadcopter gazebo-plugin machinelearning gazebo-simulator flight-controller reinforcement-learning openai-gym-environments
Created 2018-04-10
268 commits to master branch, last one 3 years ago
MishaLaskin
rad MishaLaskin
71
402
unknown
15
RAD: Reinforcement Learning with Augmented Data
rl ppo rad sac data- mujoc codebase dm-control model-free off-policy deep-learning deep-q-network deep-q-learning deeplearning-ai soft-actor-critic data-augmentations deep-neural-networks reinforcement-learning deep-learning-algorithms deep-reinforcement-learning
Created 2020-04-09
23 commits to master branch, last one 3 years ago
opennars
opennars opennars
84
387
mit
48
OpenNARS for Research 3.0+
ai rl agi nal aikr java nars agent graph logic solver database learning realtime reasoner semantic inference reasoning reinforcement artificial-general-intelligence
Created 2014-07-18
3,944 commits to master branch, last one 4 years ago
LucasAlegre
morl-baselines LucasAlegre
53
327
mit
7
Multi-Objective Reinforcement Learning algorithms implementations.
rl gym morl pytorch gymnasium mo-gymnasium rl-algorithms multi-objective multi-objective-rl reinforcement-learning
Created 2022-07-22
461 commits to main branch, last one 17 days ago
facebookresearch
BenchMARL facebookresearch
46
313
mit
14
A collection of MARL benchmarks based on TorchRL
rl marl torch pytorch robotics benchmark multi-agent machine-learning reinforcement-learning multi-agent-reinforcement-learning
Created 2023-08-22
124 commits to main branch, last one 3 days ago