liuzuxin / OSRL
π€ Elegant implementations of offline safe RL algorithms in PyTorch
β195Updated 6 months ago
Alternatives and similar repositories for OSRL:
Users that are interested in OSRL are comparing it to the libraries listed below
- π A fast safe reinforcement learning library in PyTorchβ177Updated 5 months ago
- Author's PyTorch implementation of TD7 for online and offline RLβ137Updated last year
- π₯ Datasets and env wrappers for offline safe reinforcement learningβ88Updated 6 months ago
- Datasets with baselines for offline multi-agent reinforcement learning.β161Updated last week
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPOβ165Updated 2 years ago
- A collection of offline reinforcement learning algorithms.β174Updated 3 months ago
- An elegant PyTorch offline reinforcement learning library for researchers.β310Updated 11 months ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learningβ160Updated 8 months ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RLβ347Updated 3 years ago
- β256Updated 3 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)β70Updated last year
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).β82Updated last year
- PyTorch implementation of GAIL and AIRL based on PPO.β210Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).β163Updated 11 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and coβ¦β135Updated 10 months ago
- Level-based Foraging (LBF): A multi-agent environment for RLβ174Updated 6 months ago
- DSAC; Distributional Soft Actor-Criticβ125Updated last month
- Conservative Q Learning on top of SACβ127Updated 2 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memoryβ170Updated 9 months ago
- Implementation of Trajectory Transformer with attention caching and batched beam searchβ109Updated last year
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.β345Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.β160Updated 4 months ago
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (teβ¦β164Updated last year
- β108Updated last year
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)β51Updated last year
- NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithmsβ345Updated 11 months ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.β122Updated 3 years ago
- A collection of recent MARL papersβ86Updated 3 months ago
- Pytorch Implementation for First Order Constrained Optimization in Policy Space (FOCOPS).β26Updated 3 years ago
- β91Updated last year