clvrai / awesome-rl-envsView external linksLinks
☆1,313May 27, 2024Updated last year
Alternatives and similar repositories for awesome-rl-envs
Users that are interested in awesome-rl-envs are comparing it to the libraries listed below
Sorting:
- A curated list of awesome Deep Reinforcement Learning resources.☆866Jul 13, 2025Updated 7 months ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,398Dec 15, 2025Updated 2 months ago
- RL Environments in JAX 🌍☆857May 30, 2025Updated 8 months ago
- A collection of reference environments for offline reinforcement learning☆1,646Nov 18, 2024Updated last year
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,741Jan 20, 2026Updated 3 weeks ago
- Library for Model Based RL☆1,048Jul 12, 2024Updated last year
- An offline deep reinforcement learning library☆1,639Sep 10, 2025Updated 5 months ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆866Aug 12, 2024Updated last year
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,097Jul 8, 2025Updated 7 months ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,048May 23, 2024Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Jan 11, 2024Updated 2 years ago
- Benchmarking the Spectrum of Agent Capabilities☆516Jan 23, 2024Updated 2 years ago
- A collection of robotics simulation environments for reinforcement learning☆848Jan 24, 2026Updated 3 weeks ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,269Aug 12, 2024Updated last year
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆754Dec 15, 2025Updated 2 months ago
- Benchmarking RL generalization in an interpretable way.☆174Nov 20, 2025Updated 2 months ago
- ☆327Dec 19, 2024Updated last year
- ☆359Oct 12, 2022Updated 3 years ago
- A large-scale benchmark and learning environment.☆1,696Jan 25, 2025Updated last year
- Collection of reinforcement learning algorithms☆2,862Jun 17, 2024Updated last year
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆431May 31, 2022Updated 3 years ago
- Massively parallel rigidbody physics simulation on accelerator hardware.☆3,058Updated this week
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆12,745Feb 8, 2026Updated last week
- A unified framework for robot learning☆614Nov 26, 2024Updated last year
- Really Fast End-to-End Jax RL Implementations☆1,022Sep 9, 2024Updated last year
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,300Updated this week
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,688Jan 7, 2025Updated last year
- A toolkit for reproducible reinforcement learning research.☆2,078May 4, 2023Updated 2 years ago
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,450Updated this week
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,769Apr 29, 2024Updated last year
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,323Aug 3, 2023Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,332Mar 13, 2025Updated 11 months ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,303Feb 6, 2026Updated last week
- Reinforcement Learning in PyTorch☆2,276Jan 4, 2021Updated 5 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆530Nov 22, 2022Updated 3 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 2 years ago
- Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments☆1,140Jan 3, 2024Updated 2 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆750Oct 26, 2022Updated 3 years ago
- Imitation learning algorithms☆559Mar 22, 2025Updated 10 months ago