A PyTorch library for building deep reinforcement learning agents.
☆655Mar 17, 2024Updated last year
Alternatives and similar repositories for autonomous-learning-library
Users that are interested in autonomous-learning-library are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- Python library for Reinforcement Learning.☆919Aug 4, 2025Updated 7 months ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,331Feb 6, 2026Updated last month
- PFRL: a PyTorch-based deep reinforcement learning library☆1,265Updated this week
- Library for Model Based RL☆1,054Jul 12, 2024Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆532Nov 22, 2022Updated 3 years ago
- Tonic RL library☆419Jul 24, 2024Updated last year
- Simple and easily configurable grid world environments for reinforcement learning☆2,405Updated this week
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆419Aug 8, 2021Updated 4 years ago
- A library of reinforcement learning components and agents☆3,933Updated this week
- Collection of reinforcement learning algorithms☆2,868Jun 17, 2024Updated last year
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆12,797Feb 21, 2026Updated last week
- A toolkit for reproducible reinforcement learning research.☆2,084May 4, 2023Updated 2 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆335Mar 24, 2023Updated 2 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,926Jul 25, 2024Updated last year
- Implementations of Reinforcement Learning and Planning algorithms☆710Jan 13, 2024Updated 2 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
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆756Updated this week
- Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)☆3,154Apr 22, 2023Updated 2 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,305Dec 1, 2025Updated 3 months ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆103Mar 24, 2023Updated 2 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆206Oct 5, 2022Updated 3 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆735Apr 12, 2023Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆600Oct 28, 2020Updated 5 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,272Feb 9, 2021Updated 5 years ago
- Reinforcement Learning Algorithms Based on PyTorch☆452Oct 21, 2021Updated 4 years ago
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,334Updated this week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,325Sep 4, 2022Updated 3 years ago
- A curated list of awesome Deep Reinforcement Learning resources.☆872Jul 13, 2025Updated 7 months ago
- High throughput synchronous and asynchronous reinforcement learning☆973Jan 29, 2026Updated last month
- ☆1,409Updated this week
- RAD: Reinforcement Learning with Augmented Data☆416Mar 29, 2021Updated 4 years ago
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,727Feb 26, 2026Updated last week
- A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers☆491Aug 11, 2025Updated 6 months ago
- An offline deep reinforcement learning library☆1,645Sep 10, 2025Updated 5 months 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
- A2C is a special case of PPO!☆22May 20, 2022Updated 3 years ago
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆147Jan 12, 2019Updated 7 years ago
- Structural implementation of RL key algorithms☆516Apr 8, 2023Updated 2 years ago