chaovven / PyRL
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
☆34Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for PyRL
- A Tensorflow implementation of the Option-Critic Architecture☆70Updated 7 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆66Updated 4 years ago
- ☆71Updated 5 months ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆60Updated 5 years ago
- A Multi-agent Learning Framework☆62Updated 3 years ago
- ☆81Updated 3 years ago
- ☆110Updated last year
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆68Updated last year
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆101Updated 3 years ago
- The Reinforcement-Learning-Related Papers of ICLR 2019☆48Updated 5 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆93Updated 2 years ago
- This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled …☆114Updated 2 weeks ago
- ☆59Updated 6 years ago
- Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas☆49Updated last year
- research and implementations of Deep RL agents and their applications☆47Updated 3 weeks ago
- AGAC: Adversarially Guided Actor-Critic☆47Updated 3 years ago
- ☆97Updated last year
- Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"☆33Updated 5 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆199Updated 5 years ago
- Safe Reinforcement Learning algorithms☆71Updated 2 years ago
- ☆91Updated 3 years ago
- Hierarchical Self-Play☆21Updated 5 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆232Updated 2 years ago
- Pytorch implementation of Soft Actor-Critic☆18Updated 4 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆159Updated 4 years ago
- Proximal Policy Optimization with Beta distribution - uses multi agent Unity ML Tennis☆28Updated 5 years ago
- Combining Evolutionary Algorithms and deep RL in various ways☆99Updated 4 years ago
- PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning☆66Updated 4 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆119Updated 3 years ago