facebookresearch / mbrl-libLinks
Library for Model Based RL
☆1,039Updated last year
Alternatives and similar repositories for mbrl-lib
Users that are interested in mbrl-lib are comparing it to the libraries listed below
Sorting:
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆861Updated last year
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆740Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,626Updated last year
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆491Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination☆576Updated 4 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆523Updated 3 years ago
- High throughput synchronous and asynchronous reinforcement learning☆964Updated last month
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,383Updated 2 years ago
- Python library for Reinforcement Learning.☆916Updated 4 months ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,664Updated 11 months ago
- A Python interface for reinforcement learning environments☆388Updated 3 years ago
- Tools for accelerating safe exploration research.☆574Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆695Updated 5 years ago
- ☆1,300Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Updated 2 years ago
- Imitation learning algorithms☆554Updated 9 months ago
- Tonic RL library☆419Updated last year
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆505Updated 3 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆707Updated last year
- Real-World RL Benchmark Suite☆361Updated 5 years ago
- RL Environments in JAX 🌍☆843Updated 6 months ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆595Updated 5 years ago
- A PyTorch Platform for Distributed RL☆752Updated 4 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,318Updated 9 months ago
- A PyTorch library for building deep reinforcement learning agents.☆654Updated last year
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆719Updated 2 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆764Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆578Updated 4 years ago
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆543Updated this week
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆653Updated 4 years ago