79 results found Sort:

carla-simulator
carla carla-simulator
3.4k
10.7k
mit
245
Open-source simulator for autonomous driving research.
ai ros ue4 carla research simulator deep-learning cross-platform carla-simulator computer-vision unreal-engine-4 self-driving-car autonomous-driving imitation-learning autonomous-vehicles artificial-intelligence deep-reinforcement-learning
Created 2017-10-24
6,239 commits to dev branch, last one 2 days ago
datawhalechina
easy-rl datawhalechina
1.7k
8.4k
other
78
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c dqn ppo td3 ddpg sarsa easy-rl double-dqn q-learning dueling-dqn policy-gradient imitation-learning reinforcement-learning deep-reinforcement-learning
Created 2020-07-03
1,171 commits to master branch, last one 3 days ago
thu-ml
tianshou thu-ml
1.1k
7.5k
mit
92
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
730 commits to master branch, last one 3 days ago
opendilab
DI-engine opendilab
342
2.7k
apache-2.0
19
OpenDILab Decision AI Engine
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
802 commits to main branch, last one 14 days ago
IntelLabs
coach IntelLabs
460
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This repository has been archived (exclude archived)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
HumanCompatibleAI
imitation HumanCompatibleAI
229
1.2k
mit
18
Clean PyTorch implementations of imitation and reward learning algorithms
gymnasium reward-learning imitation-learning inverse-reinforcement-learning
Created 2018-12-08
684 commits to master branch, last one 4 months ago
autonomousvision
transfuser autonomousvision
175
1.0k
mit
24
[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving
transformers sensor-fusion autonomous-driving imitation-learning
Created 2021-03-26
132 commits to 2022 branch, last one 29 days ago
Amin-Tgz
awesome-CARLA Amin-Tgz
124
728
cc0-1.0
21
👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla
ue4 code carla awesome detection simulator tutorials carla-data ros-bridge deeplearning driving-cars segmentation data-collector traffic-lights carla-simulator self-driving-car imitation-learning autonomous-vehicles reinforcement-learning carla-driving-simulator
Created 2019-09-19
84 commits to master branch, last one 2 months ago
mila-iqia
babyai mila-iqia
144
675
bsd-3-clause
36
BabyAI platform. A testbed for training agents to understand and execute language commands.
nlp openai-gym imitation-learning nlp-machine-learning reinforcement-learning-environments
Created 2018-10-02
1,319 commits to master branch, last one about a year ago
opendilab
awesome-decision-transformer opendilab
21
591
apache-2.0
20
A curated list of Decision Transformer resources (continually updated)
awesome awesome-list imitation-learning decision-transformers reinforcement-learning reinforcement-learning-algorithms
Created 2022-08-01
17 commits to main branch, last one about a month ago
opendilab
DI-drive opendilab
59
545
apache-2.0
11
Decision Intelligence Platform for Autonomous Driving simulation.
carla pytorch autodrive metadrive autonomous-driving imitation-learning reinforcement-learning
Created 2021-07-07
129 commits to main branch, last one about a year ago
yrlu
irl-imitation yrlu
146
544
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 about a month ago
google-research
ravens google-research
91
532
apache-2.0
15
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
vision pybullet robotics openai-gym tensorflow manipulation deep-learning rearrangement pick-and-place computer-vision transporter-nets imitation-learning reinforcement-learning artificial-intelligence
Created 2020-12-14
39 commits to master branch, last one 3 months ago
notmahi
dobb-e notmahi
48
526
mit
15
Dobb·E: An open-source, general framework for learning household robotic manipulation
robotics robot-learning behavior-cloning imitation-learning
Created 2023-11-27
5 commits to main branch, last one 2 months ago
cjy1992
gym-carla cjy1992
108
510
mit
10
An OpenAI gym wrapper for CARLA simulator
perception carla-simulator autonomous-driving imitation-learning deep-reinforcement-learning
Created 2019-10-19
36 commits to master branch, last one 4 years ago
kristery
Awesome-Imitation-Learning kristery
60
488
unknown
19
A curated list of awesome imitation learning resources and publications
awesome awesome-lists imitation-learning
Created 2018-10-18
69 commits to master branch, last one 9 months ago
clvrai
furniture clvrai
56
488
mit
23
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
robotics robot-learning furniture-assembly imitation-learning reinforcement-learning-environments
Created 2019-11-20
768 commits to master branch, last one 2 years ago
keiohta
tf2rl keiohta
103
461
mit
18
TensorFlow2 Reinforcement Learning
tensorflow tensorflow2 imitation-learning reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning
Created 2019-04-10
985 commits to master branch, last one 2 years ago
vikashplus
robohive vikashplus
81
445
apache-2.0
11
A unified framework for robot learning
tasks mujoco python robotics benchmarks simulation environments robot-learning robot-framework imitation-learning mujoco-environments reinforcement-learning
Created 2018-07-06
647 commits to main branch, last one 2 months ago
mbreuss
diffusion-literature-for-robotics mbreuss
25
409
mit
17
Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.
summary grasping robotics literature offline-rl grasping-robot motion-planning diffusion-models imitation-learning video-diffusion-model reinforcement-learning score-based-generative-modeling
Created 2022-11-02
42 commits to main branch, last one 11 days ago
Kaixhin
imitation-learning Kaixhin
39
396
mit
12
Imitation learning algorithms
deep-learning imitation-learning deep-reinforcement-learning
Created 2020-04-15
613 commits to master branch, last one about a month ago
dotchen
LAV dotchen
64
388
apache-2.0
12
(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.
cvpr2022 planning perception prediction distillation carla-simulator autonomous-driving imitation-learning
Created 2022-02-14
8 commits to main branch, last one about a year ago
Skylark0924
Rofunc Skylark0924
39
381
apache-2.0
5
🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation
emg gpt robot xsens humanoid robotics isaac-gym optitrack robot-control manipulability robot-planning humanoid-robots robot-large-model forward-kinematics imitation-learning inverse-kinematics robot-manipulation planning-algorithms learning-from-demonstration reinforcement-learning-algorithms
Created 2022-06-08
1,158 commits to main branch, last one 11 days ago
ugurkanates
awesome-real-world-rl ugurkanates
38
313
cc0-1.0
20
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
gans awesome robotics sim2real simulation awesome-list meta-learning imitation-learning reinforcement-learning
Created 2020-06-29
20 commits to main branch, last one 3 years ago
opendilab
awesome-end-to-end-autonomous-driving opendilab
14
306
apache-2.0
11
A curated list of awesome End-to-End Autonomous Driving resources (continually updated)
paper-list autonomous-driving imitation-learning reinforcement-learning
Created 2022-11-23
9 commits to main branch, last one 10 months ago
autonomousvision
neat autonomousvision
47
301
mit
17
[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving
iccv2021 birds-eye-view autonomous-driving imitation-learning implicit-representations
Created 2021-08-18
4 commits to main branch, last one about a year ago
liuruoze
mini-AlphaStar liuruoze
56
296
apache-2.0
12
(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Researc...
gaming pytorch sc2replay starcraft2 deep-learning starcraft2-ai mini-alphastar self-playing-bot starcraft-ii-bot imitation-learning multi-agent-systems supervised-learning deep-neural-networks reinforcement-learning deep-reinforcement-learning
Created 2021-01-31
304 commits to main branch, last one about a year ago
google-research
ibc google-research
31
294
apache-2.0
9
Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/
deep-learning imitation-learning reinforcement-learning
Created 2021-09-14
25 commits to master branch, last one 4 months ago
dotchen
LearningByCheating dotchen
102
293
mit
13
(CoRL 2019) Driving in CARLA using waypoint prediction and two-stage imitation learning
carla pytorch robotics deep-learning imitation-learning autonomous-vehicles sensorimotor-learning
Created 2019-10-05
26 commits to release-0.9.6 branch, last one 2 years ago
Cryolite
kanachan Cryolite
40
262
unknown
16
A Japanese (Riichi) Mahjong AI Framework
dqn game-ai mahjong majsoul mahjong-ai offline-rl transformer mahjong-soul transformers deep-learning riichi-mahjong japanese-mahjong machine-learning behavioral-cloning imitation-learning curriculum-learning reinforcement-learning deep-reinforcement-learning offline-reinforcement-learning
Created 2021-08-05
339 commits to main branch, last one 4 months ago