facebookresearch / torchbeastLinks
A PyTorch Platform for Distributed RL
☆749Updated 4 years ago
Alternatives and similar repositories for torchbeast
Users that are interested in torchbeast are comparing it to the libraries listed below
Sorting:
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆577Updated 2 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆481Updated last year
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆834Updated 2 years ago
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,012Updated 6 years ago
- Code for the paper "Exploration by Random Network Distillation"☆917Updated 5 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆556Updated 2 years ago
- Structural implementation of RL key algorithms☆516Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆681Updated 5 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆595Updated 5 years ago
- RAD: Reinforcement Learning with Augmented Data☆415Updated 4 years ago
- A Python interface for reinforcement learning environments☆385Updated 2 years ago
- CuLE: A CUDA port of the Atari Learning Environment (ALE)☆241Updated 2 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆702Updated last year
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆503Updated 2 years ago
- DrQ: Data regularized Q☆417Updated 2 years ago
- PyTorch Agent Net: reinforcement learning toolkit for pytorch☆548Updated last year
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆748Updated last week
- A PyTorch Library for Reinforcement Learning Research☆199Updated 4 months ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆372Updated 4 years ago
- List of competitions related to Reinforcement Learning☆349Updated last year
- Tonic RL library☆418Updated last year
- RLgraph: Modular computation graphs for deep reinforcement learning☆323Updated 6 years ago
- This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch☆452Updated 6 years ago
- Code for the paper "Quantifying Transfer in Reinforcement Learning"☆405Updated 2 years ago
- Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch☆640Updated 3 years ago
- Pytorch Implementation of MuZero☆352Updated 2 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,189Updated 3 years ago
- Keeping track of RL experiments☆163Updated 2 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆852Updated last year
- A PyTorch library for building deep reinforcement learning agents.☆652Updated last year