google-deepmind / dm_envLinks
A Python interface for reinforcement learning environments
☆388Updated 3 years ago
Alternatives and similar repositories for dm_env
Users that are interested in dm_env are comparing it to the libraries listed below
Sorting:
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆491Updated last year
- Real-World RL Benchmark Suite☆361Updated 5 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆576Updated 4 years ago
- Code for the paper "Phasic Policy Gradient"☆267Updated 2 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆740Updated 3 years ago
- ☆324Updated last year
- Tools for accelerating safe exploration research.☆574Updated 2 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆205Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Updated last year
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆504Updated 10 months ago
- RAD: Reinforcement Learning with Augmented Data☆416Updated 4 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Updated 2 years ago
- Tonic RL library☆419Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆859Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination☆695Updated 5 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆523Updated 3 years ago
- ☆359Updated 3 years ago
- Keeping track of RL experiments☆165Updated 3 years ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆471Updated 3 weeks ago
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆580Updated 3 years ago
- DeepMind Alchemy task environment: a meta-reinforcement learning benchmark☆202Updated 2 years ago
- ☆246Updated last year
- Pytorch Implementation of MuZero☆353Updated 2 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆373Updated 4 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆707Updated last year
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆543Updated this week
- Vectorized interface for reinforcement learning environments☆142Updated 2 years ago
- Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"☆333Updated 4 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆226Updated last year
- Lightweight multi-agent gridworld Gym environment☆212Updated 2 years ago