Plankson / awesome-explainable-reinforcement-learning

Related projects ⓘ

Alternatives and complementary repositories for awesome-explainable-reinforcement-learning

• facebookresearch / BenchMARL
  A collection of MARL benchmarks based on TorchRL
  ☆284Updated last week
• LucasAlegre / morl-baselines
  Multi-Objective Reinforcement Learning algorithms implementations.
  ☆318Updated 3 weeks ago
• twni2016 / pomdp-baselines
  Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
  ☆307Updated 3 months ago
• PKU-Alignment / Safe-Policy-Optimization
  NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms
  ☆329Updated 8 months ago
• yihaosun1124 / OfflineRL-Kit
  An elegant PyTorch offline reinforcement learning library for researchers.
  ☆281Updated 7 months ago
• liuzuxin / FSRL
  🚀 A fast safe reinforcement learning library in PyTorch
  ☆165Updated last month
• TimeBreaker / Multi-Agent-Reinforcement-Learning-papers
  Multi-Agent Reinforcement Learning (MARL) papers
  ☆215Updated 2 years ago
• polixir / OfflineRL
  A collection of offline reinforcement learning algorithms.
  ☆157Updated 5 months ago
• liuzuxin / OSRL
  🤖 Elegant implementations of offline safe RL algorithms in PyTorch
  ☆176Updated 2 months ago
• instadeepai / og-marl
  Datasets with baselines for offline multi-agent reinforcement learning.
  ☆140Updated last week
• familyld / Awesome-Causal-RL
  A curated list of causal reinforcement learning resources.
  ☆57Updated 11 months ago
• semitable / lb-foraging
  Level-based Foraging (LBF): A multi-agent environment for RL
  ☆161Updated 2 months ago
• yingchengyang / Reinforcement-Learning-Papers
  Related papers for reinforcement learning, including classic papers and latest papers in top conferences
  ☆312Updated this week
• Farama-Foundation / MO-Gymnasium
  Multi-objective Gymnasium environments for reinforcement learning
  ☆289Updated 3 weeks ago
• uoe-agents / epymarl
  An extension of the PyMARL codebase that includes additional algorithms and environment support
  ☆512Updated last month
• PKU-MARL / Multi-Agent-Transformer
  ☆342Updated 10 months ago
• csmile-1006 / PreferenceTransformer
  Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)
  ☆151Updated last year
• nikhilbarhate99 / min-decision-transformer
  Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…
  ☆248Updated 2 years ago
• chauncygu / Safe-Reinforcement-Learning-Baselines
  The repository is for safe reinforcement learning baselines.
  ☆516Updated last week
• PKU-Alignment / safety-gymnasium
  NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark
  ☆398Updated 6 months ago
• oxwhirl / smacv2
  ☆216Updated 9 months ago
• cyanrain7 / TRPO-in-MARL
  ☆186Updated last year
• BY571 / CQL
  PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…
  ☆123Updated 6 months ago
• williamyuanv0 / Transformer-in-Reinforcement-Learning-for-Decision-Making-A-Survey
  Transformer in RL for decision-making
  ☆75Updated last year
• TimeBreaker / MARL-papers-with-code
  Multi-Agent Reinforcement Learning (MARL) papers with code
  ☆312Updated 2 years ago
• EaseOnway / Explainable-Causal-Reinforcement-Learning
  Explainable Causal Reinforcement Learning with attention
  ☆24Updated last year
• Ericonaldo / ILSwiss
  ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…
  ☆161Updated last year
• kaixin96 / rl-generalization-paper
  A list of papers regarding generalization in (deep) reinforcement learning
  ☆146Updated last year
• chrisyrniu / Recent-Advances-in-Multi-Agent-Reinforcement-Learning
  A collection of recent MARL papers
  ☆75Updated this week
• jidiai / TaxAI
  ☆50Updated 4 months ago