Plankson / awesome-explainable-reinforcement-learningLinks
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
☆248Updated 6 months ago
Alternatives and similar repositories for awesome-explainable-reinforcement-learning
Users that are interested in awesome-explainable-reinforcement-learning are comparing it to the libraries listed below
Sorting:
- A curated list of causal reinforcement learning resources.☆98Updated last year
- [TNNLS-2024, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"☆43Updated 3 weeks ago
- A collection of offline reinforcement learning algorithms.☆196Updated 9 months ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆421Updated this week
- Level-based Foraging (LBF): A multi-agent environment for RL☆188Updated 11 months ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆208Updated 11 months ago
- A collection of recent MARL papers☆96Updated 9 months ago
- Multi-Objective Reinforcement Learning☆283Updated 4 years ago
- Explainable Causal Reinforcement Learning with attention☆30Updated 2 years ago
- Datasets with baselines for Offline MARL.☆177Updated this week
- NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms☆376Updated last year
- A plotter for reinforcement learning (RL)☆229Updated 3 years ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆452Updated last month
- An elegant PyTorch offline reinforcement learning library for researchers.☆354Updated last month
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆140Updated last year
- 🚀 A fast safe reinforcement learning library in PyTorch☆209Updated 11 months ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆327Updated last year
- Transformer in RL for decision-making☆100Updated 2 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆223Updated 4 years ago
- ☆215Updated 2 years ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆278Updated 3 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆88Updated last year
- Multi-objective Gymnasium environments for reinforcement learning☆339Updated last month
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆174Updated 2 years ago
- ☆33Updated 4 years ago
- Adversarial Reinforcement Learning papers (single-agent setting and multi-agent setting)☆72Updated 2 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆80Updated 2 years ago
- Implementation of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning'☆67Updated 3 years ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆165Updated last year
- ☆112Updated 2 years ago