ZiyuanMa / R2D2Links
An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch
☆50Updated 3 years ago
Alternatives and similar repositories for R2D2
Users that are interested in R2D2 are comparing it to the libraries listed below
Sorting:
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆135Updated 2 months ago
- Baseline implementation of recurrent PPO using truncated BPTT☆155Updated last year
- Random network distillation on Montezuma's Revenge and Super Mario Bros.☆52Updated 5 months ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆137Updated last year
- Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.☆97Updated 5 years ago
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆78Updated 2 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆193Updated last year
- Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL Workshop, NeurIPS 21)☆89Updated last year
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆147Updated 6 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆173Updated 11 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆141Updated last year
- ☆49Updated 4 years ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆105Updated 3 years ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆51Updated last year
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆106Updated 3 years ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆170Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆179Updated 3 years ago
- Prioritized Experience Replay implementation with proportional prioritization☆84Updated 2 years ago
- Distributional Soft Actor Critic☆59Updated 5 years ago
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆181Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation☆36Updated 4 years ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆65Updated 4 years ago
- Implementation of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning'☆70Updated 3 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆326Updated 3 years ago
- PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.☆41Updated 5 years ago
- Datasets with baselines for Offline MARL.☆182Updated this week
- PyTorch implementation of FQF, IQN and QR-DQN.☆186Updated last year
- DecentralizedLearning☆25Updated 2 years ago
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆122Updated 5 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆151Updated 2 years ago