88 results found Sort:

google
dopamine google
1.4k
10.4k
apache-2.0
428
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
ai ml rl google tensorflow
Created 2018-07-26
342 commits to master branch, last one 25 days ago
thu-ml
tianshou thu-ml
1.1k
7.5k
mit
91
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
729 commits to master branch, last one 8 days ago
pytorch
ELF pytorch
568
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This repository has been archived (exclude archived)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 4 years ago
junxiaosong
AlphaZero_Gomoku junxiaosong
957
3.2k
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 about a month ago
werner-duvaud
muzero-general werner-duvaud
596
2.4k
mit
75
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
IntelLabs
coach IntelLabs
461
2.3k
apache-2.0
127
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This repository has been archived (exclude archived)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 about a year ago
pytorch
rl pytorch
259
1.9k
mit
40
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
1,426 commits to main branch, last one 14 hours ago
DLR-RM
rl-baselines3-zoo DLR-RM
481
1.8k
mit
21
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
375 commits to master branch, last one 28 days ago
pathak22
noreward-rl pathak22
300
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 5 years ago
araffin
rl-baselines-zoo araffin
205
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
google-research
seed_rl google-research
147
792
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 about a year ago
MushroomRL
mushroom-rl MushroomRL
144
783
mit
25
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
1,983 commits to dev branch, last one 10 days ago
google-research
rliable google-research
42
710
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
66 commits to master branch, last one 3 days ago
utilForever
RosettaStone utilForever
78
645
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
10,891 commits to main branch, last one 2 days ago
benedekrozemberczki
awesome-monte-carlo-tree-search-papers benedekrozemberczki
70
607
cc0-1.0
28
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 2 months ago
MaximeVandegar
Papers-in-100-Lines-of-Code MaximeVandegar
91
604
mit
20
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
97 commits to main branch, last one 28 days ago
araffin
rl-tutorial-jnrr19 araffin
109
569
mit
11
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 11 months ago
neptune-ai
neptune-client neptune-ai
59
541
apache-2.0
18
📘 The MLOps stack component for experiment tracking
dl ml rl keras mlops logger optuna logging machine pytorch xgboost learning lightgbm comparison monitoring repository tensorflow versioning optimization visualization
Created 2019-02-11
2,065 commits to master branch, last one 3 days ago
yrlu
irl-imitation yrlu
146
541
unknown
29
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 22 days ago
ashishpatel26
Real-time-ML-Project ashishpatel26
254
531
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 4 years ago
peteanderson80
Matterport3DSimulator peteanderson80
128
458
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 2 years ago
Stable-Baselines-Team
stable-baselines3-contrib Stable-Baselines-Team
165
434
mit
14
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
143 commits to master branch, last one 2 months ago
Toni-SM
skrl Toni-SM
41
422
mit
10
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
rl gym jax skrl python pytorch deepmind robotics gymnasium isaac-gym isaac-sim robosuite openai-gym isaac-orbit deep-learning machine-learning nvidia-omniverse reinforcement-learning
Created 2021-10-18
1,392 commits to main branch, last one 3 months ago
MishaLaskin
rad MishaLaskin
71
399
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
denisyarats
drq denisyarats
49
398
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 2 years ago
wil3
gymfc wil3
99
380
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 2 years ago
opennars
opennars opennars
86
375
mit
46
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 3 years ago
WeiChengTseng
Pytorch-PCGrad WeiChengTseng
43
279
bsd-3-clause
5
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
rl mnist pytorch cifar-100 mulit-mnist deep-learning multi-task-rl pytorch-pcgrad gradient-surgery reimplementation multi-task-learning reinforcement-learning deep-reinforcement-learning multi-task-reinforcement-learning
Created 2020-08-25
17 commits to master branch, last one 2 years ago
Stable-Baselines-Team
stable-baselines Stable-Baselines-Team
60
279
mit
10
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
rl gym openai python toolbox baselines openai-gym machine-learning stable-baselines reinforcement-learning
Created 2019-01-19
864 commits to master branch, last one about a year ago
FortsAndMills
RL-Theory-book FortsAndMills
19
260
unknown
14
Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
rl book theory reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms
Created 2020-10-11
70 commits to main branch, last one 5 months ago