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reinforcement-learning-kr /lets-do-irl

Star741

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

app pytorch maxent inverse-reinforcement-learning irl gail vail

UpdatedDec 22, 2023
Python

sungyubkim /Deep_RL_with_pytorch

Star211

A pytorch tutorial for DRL(Deep Reinforcement Learning)

deep-reinforcement-learning pytorch dqn mcts uct c51 iqn hedge ppo a2c gail counterfactual-regret-minimization qr-dqn random-network-distillation soft-actor-critic self-imitation-learning

UpdatedApr 24, 2023
Jupyter Notebook

asieradzk /RL_Matrix

Sponsor

Star206

Deep Reinforcement Learning in C#

machine-learning reinforcement-learning deep-learning dotnet deep-reinforcement-learning multi-agent multi-environment dqn cartpole reinforcement-learning-algorithms sac proximal-policy-optimization ppo reinforcement-learning-agent gail multi-agent-reinforcement-learning reinforcement-learning-environments soft-actor-critic gail-ppo

UpdatedMar 12, 2025
C#

andrewliao11 /gail-tf

Star199

Tensorflow implementation of generative adversarial imitation learning

reinforcement-learning tensorflow generative-adversarial-network imitation-learning inverse-reinforcement-learning continuous-control trpo gail

UpdatedApr 23, 2018
Python

hcnoh /gail-pytorch

Star150

A simple implementation of Generative Adversarial Imitation Learning with PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning openai-gym pytorch imitation-learning gail

UpdatedMar 22, 2022
Python

CherryPieSexy /imitation_learning

Star142

PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.

reinforcement-learning deep-learning deep-reinforcement-learning pytorch policy-gradient imitation-learning proximal-policy-optimization ppo advantage-actor-critic a2c gail ppo-pytorch ppo-algo recurrent-ppo gail-ppo

UpdatedNov 15, 2021
Python

uidilr /gail_ppo_tf

Star113

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

python machine-learning tensorflow imitation-learning inverse-reinforcement-learning ppo gail

UpdatedNov 14, 2018
Python

navuboy /gail_gym

Star88

Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.

reinforcement-learning tensorflow openai-gym pytorch behavioral-cloning generative-adversarial-networks imitation-learning biped proximal-policy-optimization ppo gail gym-biped

UpdatedDec 26, 2018
Python

nikhilbarhate99 /Deterministic-GAIL-PyTorch

Star66

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

reinforcement-learning deep-reinforcement-learning openai-gym pytorch generative-adversarial-network gym imitation-learning pytorch-gan gail pytorch-implementation

UpdatedDec 30, 2019
Python

seolhokim /InverseRL-Pytorch

Star64

Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation

reinforcement-learning pytorch inverse-reinforcement-learning gail vail airl sqil vairl inverserl eairl

UpdatedMay 25, 2021
Python

RITCHIEHuang /MAGAIL

Star40

Pytorch implementation of Multi-Agent Generative Adversarial Imitation Learning

multiagent gail imita

UpdatedMar 19, 2022
Python

med-air /DEX

Star36

[ICRA 2023] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

reinforcement-learning ddpg sac pytorch-rl advantage-actor-critic gail hindsight-experience-replay surgical-robots sqil awac automation-robotics goal-conditioned-rl

UpdatedMay 19, 2023
Python

Johnny-Zhang92 /IRL-Essential-Code

Star33

Generate expert demonstrations; GAIL(Generative Adversarial Imitation Learning); IRL(Inverse Reinforcement Learning)

reinforcement-learning pytorch imitation-learning irl gail irl-algorithms pytorch-gail

UpdatedAug 11, 2021
Python

jatinarora2702 /gail-pytorch

Star23

PyTorch implementation of GAIL and PPO reinforcement learning algorithms

reinforcement-learning openai-gym pytorch policy-gradient imitation-learning gail cartpole-v0 ppo-pytorch

UpdatedMay 7, 2021
Python

sen-pai /InfoGAIL

Star18

Pytorch implementation of InfoGAIL and WGAIL

imitation-learning wgan gail

UpdatedOct 7, 2022
Python

uidilr /deepirl_chainer

Star17

Implementation of GAIL and AIRL using chinerrl

reinforcement-learning generative adversarial imitation-learning inverse-reinforcement-learning irl gail airl

UpdatedJun 21, 2022
Python

xlnwel /grl

Star17

General-Purpose Reinforcement Learning

reinforcement-learning seed deep-reinforcement-learning rainbow reactor rnd sac ppg r2d2 iqn ppo gail dreamer daac airl qmix fqf mappo

UpdatedOct 31, 2021
Python

yangtao121 /AquaRL

Star16

reinforcement-learning ppo gail tensorflow2

UpdatedJul 28, 2022
Python

tsinghua-fib-lab /Activity-Simulation-SAND

Star15

The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)

user-modeling gail daily-activities neural-ode user-behavioral-sequences activity-simulation maslow-need-theory

UpdatedMar 25, 2024
Python

deligentfool /GAIL_pytorch

Star14

The implement of GAIL with pytorch

pytorch gail

UpdatedMar 11, 2020
Python

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