liuzuxin / OSRLLinks
π€ Elegant implementations of offline safe RL algorithms in PyTorch
β205Updated 9 months ago
Alternatives and similar repositories for OSRL
Users that are interested in OSRL are comparing it to the libraries listed below
Sorting:
- π A fast safe reinforcement learning library in PyTorchβ198Updated 8 months ago
- Author's PyTorch implementation of TD7 for online and offline RLβ145Updated last year
- Datasets with baselines for offline multi-agent reinforcement learning.β172Updated last month
- π₯ Datasets and env wrappers for offline safe reinforcement learningβ94Updated 9 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and coβ¦β137Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPOβ169Updated 3 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).β177Updated last year
- PyTorch implementation of GAIL and AIRL based on PPO.β224Updated 4 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)β78Updated 2 years ago
- A collection of offline reinforcement learning algorithms.β189Updated 6 months ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learningβ163Updated 11 months ago
- DSAC; Distributional Soft Actor-Criticβ129Updated 4 months ago
- Clean baseline implementation of PPO using an episodic TransformerXL memoryβ180Updated last year
- An elegant PyTorch offline reinforcement learning library for researchers.β344Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RLβ361Updated 3 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016β128Updated 10 months ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.β168Updated 7 months ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).β87Updated last year
- This is the official implementation of Multi-Agent PPO.β107Updated 2 years ago
- β110Updated 2 years ago
- Constrained Policy Optimization implementation on Safety Gymβ27Updated 3 years ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)β57Updated 2 years ago
- β271Updated 3 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.β62Updated last year
- β75Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RLβ182Updated 9 months ago
- PyTorch implementation of Constrained Policy Optimizationβ54Updated 3 years ago
- β209Updated 2 years ago
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (teβ¦β172Updated last year
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022β320Updated 10 months ago