google-deepmind / dm_envLinks
A Python interface for reinforcement learning environments
☆372Updated 2 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:
- Real-World RL Benchmark Suite☆355Updated 5 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆475Updated last year
- Code for the paper "Phasic Policy Gradient"☆262Updated 2 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆706Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆547Updated 3 years ago
- Tools for accelerating safe exploration research.☆550Updated 2 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆205Updated 2 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆553Updated 2 years ago
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆574Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆507Updated 2 years ago
- ☆308Updated 8 months ago
- Keeping track of RL experiments☆163Updated 2 years ago
- ☆351Updated 2 years ago
- RAD: Reinforcement Learning with Augmented Data☆409Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆305Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆836Updated last year
- DeepMind Alchemy task environment: a meta-reinforcement learning benchmark☆199Updated 2 years ago
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆500Updated 6 months ago
- Dream to Control: Learning Behaviors by Latent Imagination☆651Updated 5 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆699Updated last year
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆370Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆219Updated last year
- Vectorized interface for reinforcement learning environments☆140Updated 2 years ago
- Tonic RL library☆416Updated last year
- A grid-world game engine for game AI research☆246Updated last year
- ☆235Updated 9 months ago
- Repo for reproduction of sequential social dilemmas☆406Updated 5 months ago
- Pytorch Implementation of MuZero☆353Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆226Updated 2 years ago
- Lightweight multi-agent gridworld Gym environment☆209Updated last year