Summary of key papers in deep reinforcement learning. Heavily based on OpenAI SpinningUp.
☆87Jun 24, 2020Updated 5 years ago
Alternatives and similar repositories for DRL_paper_summary
Users that are interested in DRL_paper_summary 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 DQN☆13Sep 27, 2019Updated 6 years ago
- A graphical interface for reinforcement learning and gym-based environments.☆37Mar 24, 2023Updated 3 years ago
- A concise PyTorch implementation of Proximal Policy Optimization(PPO) solving CartPole-v0☆16Jun 11, 2020Updated 6 years ago
- Implementation of Diversity Is All You Need (DIAYN) on top of Stable Baselines 3.☆13Jul 11, 2022Updated 3 years ago
- ☆35Sep 14, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Easy-to-use bot who can attend your classes on MS Teams☆21Feb 8, 2022Updated 4 years ago
- This is a repository of DQN and its variants implementation in PyTorch based on the original papar.☆13Nov 18, 2019Updated 6 years ago
- ☆27Apr 26, 2024Updated 2 years ago
- A simple wrapper to analyse and visualise reinforcement learning agents' behaviour in the environment.☆14Jan 8, 2022Updated 4 years ago
- 🤖 Reinforcement Learning paper summaries, notebooks, and articles.☆26Apr 16, 2020Updated 6 years ago
- Loose taxonomy of reinforcement learning algorithms☆196May 5, 2020Updated 6 years ago
- [ICRA2025] MARVEL: Multi-Agent Reinforcement Learning for constrained field-of-View multi-robot Exploration in Large-scale environments☆62Apr 28, 2026Updated last month
- Standalone library of frequently-used wrappers for dm_env environments.☆19Jul 9, 2024Updated last year
- Solving reinforcement learning tasks which require language and vision☆33Apr 4, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)☆78Dec 5, 2023Updated 2 years ago
- PyTorch implementation of R2D2 (Recurrent Reply Distributed DQN)☆13Nov 14, 2019Updated 6 years ago
- This repository contains the python version of the source code for the experiments carried out for the On-line Object Detection and Insta…☆15Nov 14, 2022Updated 3 years ago
- RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, a…☆264Mar 2, 2023Updated 3 years ago
- A package for realtime wheeled robot motion planning and collision-free control☆19Aug 27, 2020Updated 5 years ago
- Implementation of Stein Variational Gradient Descent with TensorFlow 2.0☆12Sep 11, 2019Updated 6 years ago
- ☆10Apr 13, 2023Updated 3 years ago
- Project exploring Multi Task Deep Reinforcement Learning neural network architectures and algorithms with Open AI Gym and TensorFlow☆17Sep 5, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.☆457Oct 28, 2022Updated 3 years ago
- ☆10Mar 13, 2023Updated 3 years ago
- Asymmetric methods for partially observable reinforcement learning☆10Jun 9, 2025Updated last year
- Code for the paper, "Learning Human Objectives by Evaluating Hypothetical Behavior"☆84Dec 13, 2019Updated 6 years ago
- ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)☆50Feb 15, 2022Updated 4 years ago
- road-map & paper review for Reinforcement Learning☆46May 30, 2021Updated 5 years ago
- Code accompanying the latent-action-priors paper.☆12Mar 5, 2025Updated last year
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆377Oct 15, 2021Updated 4 years ago
- GPS codebase for NASA Superball tensegrity robot☆18Jan 12, 2017Updated 9 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆20Jan 14, 2022Updated 4 years ago
- ☆17Feb 12, 2025Updated last year
- Tool for searching through the 7 Harry Potter books (Potter Search)☆14Apr 24, 2024Updated 2 years ago
- OpenAI gym environments for goal-conditioned and language-conditioned reinforcement learning☆14Jan 27, 2026Updated 4 months ago
- ☆10Apr 2, 2018Updated 8 years ago
- Reinforcement Learning papers on exploration methods.☆19Jun 27, 2021Updated 4 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆90Jan 22, 2019Updated 7 years ago