kristery / Awesome-Imitation-Learning

Related projects ⓘ

Alternatives and complementary repositories for Awesome-Imitation-Learning

• Farama-Foundation / D4RL
  A collection of reference environments for offline reinforcement learning
  ☆1,348Updated this week
• denisyarats / pytorch_sac
  PyTorch implementation of Soft Actor-Critic (SAC)
  ☆515Updated 2 years ago
• Kaixhin / imitation-learning
  Imitation learning algorithms
  ☆466Updated 3 months ago
• WilsonWangTHU / mbbl
  ☆389Updated 5 years ago
• jannerm / mbpo
  Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"
  ☆479Updated last year
• katerakelly / oyster
  Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
  ☆472Updated last year
• reinforcement-learning-kr / lets-do-irl
  Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
  ☆710Updated 10 months ago
• aravindr93 / mjrl
  Reinforcement learning algorithms for MuJoCo tasks
  ☆363Updated 5 months ago
• rail-berkeley / softlearning
  Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…
  ☆1,222Updated 11 months ago
• kchua / handful-of-trials
  Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
  ☆431Updated last year
• MishaLaskin / curl
  CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
  ☆572Updated 4 years ago
• Khrylx / PyTorch-RL
  PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…
  ☆1,107Updated 3 years ago
• danijar / dreamer
  Dream to Control: Learning Behaviors by Latent Imagination
  ☆513Updated 3 years ago
• Farama-Foundation / Metaworld
  Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
  ☆1,275Updated 2 weeks ago
• pranz24 / pytorch-soft-actor-critic
  PyTorch implementation of soft actor critic
  ☆816Updated 3 years ago
• aviralkumar2907 / CQL
  Code for conservative Q-learning
  ☆410Updated 2 years ago
• ugurkanates / awesome-real-world-rl
  Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
  ☆324Updated 2 years ago
• justinjfu / inverse_rl
  ☆261Updated 6 years ago
• araffin / robotics-rl-srl
  S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
  ☆616Updated 3 years ago
• clvrai / awesome-rl-envs
  ☆1,090Updated 5 months ago
• benelot / pybullet-gym
  Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
  ☆830Updated 3 years ago
• andrew-j-levy / Hierarchical-Actor-Critc-HAC-
  This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.
  ☆253Updated 4 years ago
• yrlu / irl-imitation
  Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
  ☆589Updated 6 months ago
• AboudyKreidieh / h-baselines
  A repository of high-performing hierarchical reinforcement learning models and algorithms.
  ☆281Updated last year
• openai / safety-gym
  Tools for accelerating safe exploration research.
  ☆506Updated last year
• facebookresearch / mbrl-lib
  Library for Model Based RL
  ☆963Updated 4 months ago
• stepjam / RLBench
  A large-scale benchmark and learning environment.
  ☆1,173Updated 3 months ago
• sfujim / BCQ
  Author's PyTorch implementation of BCQ for continuous and discrete actions
  ☆598Updated 3 years ago
• google-research / batch_rl
  Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
  ☆534Updated last year
• facebookresearch / drqv2
  DrQ-v2: Improved Data-Augmented Reinforcement Learning
  ☆353Updated 2 years ago