Modularized Implementation of Deep RL Algorithms in PyTorch
☆3,412Apr 16, 2024Updated last year
Alternatives and similar repositories for DeepRL
Users that are interested in DeepRL are comparing it to the libraries listed below
Sorting:
- 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
- Python Implementation of Reinforcement Learning: An Introduction☆14,569Aug 9, 2024Updated last year
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,163Nov 4, 2021Updated 4 years ago
- Repo for the Deep Reinforcement Learning Nanodegree program☆5,146Nov 16, 2023Updated 2 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
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,651Aug 1, 2024Updated last year
- Deep Reinforcement Learning with pytorch & visdom☆804Jul 16, 2020Updated 5 years ago
- Collection of reinforcement learning algorithms☆2,868Jun 17, 2024Updated last year
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,903Jul 13, 2023Updated 2 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,926Jul 25, 2024Updated last year
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,660Jan 13, 2022Updated 4 years ago
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,555May 25, 2024Updated last year
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆3,045Jun 10, 2023Updated 2 years ago
- PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".☆1,316Sep 25, 2019Updated 6 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,081May 19, 2021Updated 4 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,034Jul 14, 2023Updated 2 years ago
- Reinforcement learning resources curated☆9,590May 25, 2023Updated 2 years ago
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,325Sep 4, 2022Updated 3 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,580Mar 24, 2023Updated 2 years ago
- 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
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,334Updated this week
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,684Feb 12, 2026Updated 3 weeks ago
- An educational resource to help anyone learn deep reinforcement learning.☆11,612Aug 5, 2024Updated last year
- Tensorforce: a TensorFlow library for applied reinforcement learning☆3,312Jul 31, 2024Updated last year
- 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
- Paper list of multi-agent reinforcement learning (MARL)☆4,729Feb 11, 2026Updated 3 weeks ago
- Minimal and Clean Reinforcement Learning Examples☆3,619Mar 24, 2023Updated 2 years ago
- lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.☆378Nov 19, 2022Updated 3 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
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆692Dec 18, 2025Updated 2 months ago
- Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)☆1,121Oct 13, 2017Updated 8 years ago
- A3C LSTM Atari with Pytorch plus A3G design☆570Apr 18, 2023Updated 2 years ago
- Assignments for CS294-112.☆1,651Mar 24, 2023Updated 2 years ago
- This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch☆451Jul 14, 2019Updated 6 years ago
- A course in reinforcement learning in the wild☆6,436Sep 21, 2025Updated 5 months ago
- A toolkit for reproducible reinforcement learning research.☆2,084May 4, 2023Updated 2 years ago
- [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning☆1,471Dec 7, 2022Updated 3 years ago