mj-hwang / offline-stable-baselines3Links
Offline RL algoritms implemented in Stable Baselines3 (pytorch)
☆10Updated 3 years ago
Alternatives and similar repositories for offline-stable-baselines3
Users that are interested in offline-stable-baselines3 are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]☆72Updated 6 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆66Updated 2 years ago
- Constrained Exploration and Recovery from Experience Shaping☆22Updated 6 years ago
- Implementations of SAILR, PDO, and CSC☆31Updated last year
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆121Updated 4 years ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆102Updated 3 years ago
- Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆58Updated 2 years ago
- Safe Reinforcement Learning in Constrained Markov Decision Processes☆60Updated 5 years ago
- ☆75Updated last year
- Implementation of Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones.☆59Updated 2 years ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆204Updated 10 months ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆80Updated 2 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆207Updated 10 months ago
- Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning☆26Updated last year
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆42Updated 11 months ago
- Robust and safe deep reinforcement learning algorithms☆15Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆177Updated 3 years ago
- Code for the NeurIPS 2021 paper "Safe Reinforcement Learning by Imagining the Near Future"☆46Updated 3 years ago
- Distributional Soft Actor Critic☆58Updated 5 years ago
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆21Updated 2 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆65Updated last year
- Toolkit of Causal Model-based Reinforcement Learning.☆34Updated 2 years ago
- Implementation of Robust Reinforcement Learning using Offline Data [NeurIPS'22]☆24Updated 9 months ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆35Updated 2 years ago
- This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.☆47Updated last year
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆46Updated 8 months ago
- [AAAI 2022] The official implementation of "DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinfor…☆14Updated 3 years ago
- Implementing the two pioneering IRL papers "Algorithms for Inverse Reinforcement Learning" - (Ng &Russell 2000) and "Maximum Entropy Inve…☆31Updated 2 years ago
- ☆73Updated 5 years ago
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆47Updated 6 years ago