hanjuku-kaso / awesome-offline-rlLinks
An index of algorithms for offline reinforcement learning (offline-rl)
☆998Updated last year
Alternatives and similar repositories for awesome-offline-rl
Users that are interested in awesome-offline-rl are comparing it to the libraries listed below
Sorting:
- An offline deep reinforcement learning library☆1,512Updated last month
- Code for conservative Q-learning☆450Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,531Updated 8 months ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆636Updated 4 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆349Updated last week
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆552Updated 2 years ago
- A curated list of awesome imitation learning resources and publications☆580Updated last year
- Imitation learning algorithms☆538Updated 3 months ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆507Updated 2 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆363Updated 3 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆836Updated 11 months ago
- Library for Model Based RL☆1,007Updated last year
- The repository is for safe reinforcement learning baselines.☆662Updated 3 months ago
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆453Updated 3 months ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,267Updated 4 months ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆554Updated 3 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆695Updated 2 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,226Updated last year
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆809Updated last year
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆758Updated last year
- PyTorch implementation of soft actor critic☆895Updated last week
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,539Updated 6 months ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆504Updated 2 years ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆474Updated 4 months ago
- ☆1,205Updated last year
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆277Updated 3 years ago
- A curated list of awesome Deep Reinforcement Learning resources.☆787Updated last week
- ☆312Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆611Updated 9 months ago
- DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DD…☆335Updated 2 years ago