A PyTorch Platform for Distributed RL
☆751Sep 15, 2021Updated 4 years ago
Alternatives and similar repositories for torchbeast
Users that are interested in torchbeast are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,019Mar 13, 2019Updated 6 years ago
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆837Nov 29, 2022Updated 3 years ago
- Reinforcement Learning Assembly☆92Sep 2, 2021Updated 4 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,529Apr 13, 2024Updated last year
- lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.☆378Nov 19, 2022Updated 3 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,405Updated this week
- impact-driven-exploration☆133Oct 3, 2023Updated 2 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,875May 29, 2022Updated 3 years ago
- Collection of reinforcement learning algorithms☆2,868Jun 17, 2024Updated last year
- A library of reinforcement learning components and agents☆3,927Feb 16, 2026Updated 2 weeks ago
- ☆1,409Updated this week
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,682Feb 12, 2026Updated 3 weeks ago
- The NetHack Learning Environment☆980May 6, 2024Updated last year
- High throughput synchronous and asynchronous reinforcement learning☆973Jan 29, 2026Updated last month
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆765Feb 5, 2026Updated 3 weeks ago
- A library for distributed ML training with PyTorch☆366Dec 12, 2022Updated 3 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆374Oct 15, 2021Updated 4 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆599Oct 28, 2020Updated 5 years ago
- PFRL: a PyTorch-based deep reinforcement learning library☆1,265Updated this week
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆752Oct 26, 2022Updated 3 years ago
- CuLE: A CUDA port of the Atari Learning Environment (ALE)☆241Nov 21, 2022Updated 3 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆867Aug 12, 2024Updated last year
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,660Jan 13, 2022Updated 4 years ago
- Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch☆876Dec 27, 2022Updated 3 years ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,272Aug 12, 2024Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 2 years ago
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆5,046Feb 20, 2026Updated last week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,325Sep 4, 2022Updated 3 years ago
- DrQ: Data regularized Q☆419Jan 13, 2023Updated 3 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,405Nov 29, 2023Updated 2 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,627Mar 25, 2022Updated 3 years ago
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆756Updated this week
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,749Jan 20, 2026Updated last month
- Code for the paper "Quantifying Transfer in Reinforcement Learning"☆408Oct 7, 2023Updated 2 years ago
- Tonic RL library☆419Jul 24, 2024Updated last year
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆431May 31, 2022Updated 3 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆493Apr 6, 2024Updated last year
- Library for Model Based RL☆1,048Jul 12, 2024Updated last year