ApexRL
- 124 followers
- Shanghai Jiao Tong University, China
- http://apex.sjtu.edu.cn
- apexrl@apex.sjtu.edu.cn
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Repositories
- AORPO Public
Official pytorch implementation of the paper <Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts>.
- awesome-rl-for-legged-locomotion Public
A curated list of awesome material on legged robot locomotion using reinforcement learning (RL) and sim-to-real techniques.
- Diff4RLSurvey Public
This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"
- GCRL-Collection Public
This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmark environments and conclude a series of research works for goal-conditioned reinforcement learning (GCRL).
- MapGo Public
TensorFlow implementation of the IJCAI 2021 paper MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
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- DePO Public
Code for ICML 2022 paper "Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization"
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- DePO_NGSIM Public
Code for ICML 2021 paper "Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization" on NGSIM dataset
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