PyTorch implementation of deep reinforcement learning algorithms
☆486Nov 19, 2021Updated 4 years ago
Alternatives and similar repositories for deep_rl
Users that are interested in deep_rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆235Jul 10, 2022Updated 4 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆698Dec 18, 2025Updated 10 months ago
- A repository for implementation of deep reinforcement learning lectured at Samsung☆110Sep 20, 2021Updated 5 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,287Feb 9, 2021Updated 5 years ago
- DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DD…☆354Mar 25, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,366Mar 13, 2025Updated last year
- Reinforcement Learning Algorithms Based on PyTorch☆454Oct 21, 2021Updated 5 years ago
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆1,038Jul 17, 2026Updated 3 months ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,654Mar 24, 2023Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆779Dec 22, 2023Updated 2 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆294Feb 24, 2021Updated 5 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,080May 19, 2021Updated 5 years ago
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆420Aug 8, 2021Updated 5 years ago
- Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)☆3,242Apr 22, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆753May 23, 2022Updated 4 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,940Jul 25, 2024Updated 2 years ago
- Implementation of benchmark RL algorithms☆472Jul 20, 2022Updated 4 years ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆151Mar 19, 2021Updated 5 years ago
- Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)☆372Aug 1, 2019Updated 7 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆812May 29, 2022Updated 4 years ago
- PyTorch implementation of SAC-Discrete.☆317Jul 25, 2024Updated 2 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆335Nov 24, 2021Updated 4 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,453Apr 16, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Reinforcement Learning in PyTorch☆2,279Jan 4, 2021Updated 5 years ago
- A framework for easy prototyping of distributed reinforcement learning algorithms☆97Dec 8, 2020Updated 5 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,118Jul 14, 2023Updated 3 years ago
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,187Nov 4, 2021Updated 4 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆607Oct 28, 2020Updated 6 years ago
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆23Jun 16, 2023Updated 3 years ago
- Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch fra…☆142Nov 21, 2022Updated 3 years ago
- Repository for slides & codes of RL Korea Bootcamp☆41Oct 28, 2019Updated 7 years ago
- Random Network Distillation pytorch☆264Mar 4, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆2,037Jun 20, 2026Updated 4 months ago
- Represented Value Function Approach for Large Scale Multi Agent Reinforcement Learning☆17Mar 11, 2020Updated 6 years ago
- A library for ready-made reinforcement learning agents and reusable components for neat prototyping☆303Feb 13, 2024Updated 2 years ago
- Structural implementation of RL key algorithms☆518Apr 8, 2023Updated 3 years ago
- Reproduction of Curiosity-driven Exploration by Self-supervised Prediction in PyTorch☆12Jun 10, 2019Updated 7 years ago
- 32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each projec…☆1,041Jun 17, 2021Updated 5 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆692Nov 26, 2019Updated 6 years ago