tsmatz / reinforcement-learning-tutorials

Related projects: ⓘ

• philtabor / ProtoRL
  A Torch Based RL Framework for Rapid Prototyping of Research Papers
  ☆58Updated last week
• michaelnny / deep_rl_zoo
  A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartP…
  ☆99Updated 7 months ago
• nikhilbarhate99 / min-decision-transformer
  Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…
  ☆242Updated 2 years ago
• ksang / cs234-assignments
  Stanford CS234: Reinforcement Learning assignments and practices
  ☆31Updated last month
• PacktPublishing / Deep-Reinforcement-Learning-Hands-On-3E
  Deep Reinforcement Learning Hands-On, 3E_Published by Packt
  ☆38Updated 2 weeks ago
• NickKaparinos / OpenAI-Gym-Projects
  OpenAI Gym environment solutions using Deep Reinforcement Learning.
  ☆66Updated 2 years ago
• Stable-Baselines-Team / rl-colab-notebooks
  Colab notebooks part of the documentation of Stable Baselines reinforcement learning library
  ☆201Updated last year
• MarcoMeter / recurrent-ppo-truncated-bptt
  Baseline implementation of recurrent PPO using truncated BPTT
  ☆118Updated 4 months ago
• MarcoMeter / episodic-transformer-memory-ppo
  Clean baseline implementation of PPO using an episodic TransformerXL memory
  ☆137Updated 3 months ago
• nicklashansen / tdmpc
  Code for "Temporal Difference Learning for Model Predictive Control"
  ☆338Updated 9 months ago
• 09tangriro / Pearl
  Adaptable tools to make reinforcement learning and evolutionary computation algorithms.
  ☆53Updated 2 years ago
• araffin / sbx
  SBX: Stable Baselines Jax (SB3 + Jax)
  ☆321Updated 3 weeks ago
• openrlbenchmark / openrlbenchmark
  ☆192Updated 7 months ago
• yingchengyang / Reinforcement-Learning-Papers
  Related papers for reinforcement learning, including classic papers and latest papers in top conferences
  ☆286Updated 2 weeks ago
• Howuhh / prioritized_experience_replay
  Prioritized Experience Replay implementation with proportional prioritization
  ☆67Updated last year
• berkeleydeeprlcourse / homework_fall2021
  Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)
  ☆146Updated 2 years ago
• Farama-Foundation / MO-Gymnasium
  Multi-objective Gymnasium environments for reinforcement learning
  ☆271Updated 2 weeks ago
• LucasAlegre / morl-baselines
  Multi-Objective Reinforcement Learning algorithms implementations.
  ☆277Updated 2 weeks ago
• proroklab / popgym
  Partially Observable Process Gym
  ☆158Updated 2 months ago
• riiswa / kanrl
  Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments
  ☆258Updated 2 months ago
• BY571 / CQL
  PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…
  ☆117Updated 4 months ago
• williamyuanv0 / Transformer-in-Reinforcement-Learning-for-Decision-Making-A-Survey
  Transformer in RL for decision-making
  ☆71Updated last year
• berkeleydeeprlcourse / homework_fall2022
  Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)
  ☆113Updated last year
• facebookresearch / BenchMARL
  A collection of MARL benchmarks based on TorchRL
  ☆234Updated last week
• henanmemeda / RL-Adventure-2
  PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generat…
  ☆11Updated 3 years ago
• ikostrikov / implicit_q_learning
  ☆226Updated 2 years ago
• kc-ml2 / SimpleDreamer
  A Simplified Pytorch Version of the Dreamer Algorithm
  ☆105Updated last year
• Farama-Foundation / gym-examples
  Example code for the Gym documentation
  ☆70Updated last year
• nico-bohlinger / RL-X
  A framework for Reinforcement Learning research.
  ☆98Updated 2 weeks ago
• ZiyuanMa / R2D2
  An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch
  ☆40Updated 2 years ago