apexrl Goto Github PK
Name: ApexRL
Type: Organization
Bio: RL group @ ApexLab in SJTU. Focusing on reinforcement learning, imitation learning and robotics.
Location: Shanghai Jiao Tong University, China
Blog: http://apex.sjtu.edu.cn
Name: ApexRL
Type: Organization
Bio: RL group @ ApexLab in SJTU. Focusing on reinforcement learning, imitation learning and robotics.
Location: Shanghai Jiao Tong University, China
Blog: http://apex.sjtu.edu.cn
Official pytorch implementation of the paper <Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts>.
Implementation of NeurIPS2021 paper <On Effective Scheduling of Model-based Reinforcement Learning>
A pool that contains previous baseline results along with its plotters run by us.
Paper Collection for Batch RL with brief introductions.
Implementation of ICML2020 paper <Bidirectional Model-based Policy Optimization>
Implementation of CoDAIL in the ICLR 2020 paper <Multi-Agent Interactions Modeling with Correlated Policies>
Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"
Code for ICML 2022 paper "Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization"
Code for ICML 2021 paper "Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization" on NGSIM dataset
This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"
Pytorch Implementation of AAMAS 2021 paper <Energy-Based Imitation Learning>
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).
Paper Collection for Imitation Learning in RL.
A parallel framework for population-based multi-agent reinforcement learning.
TensorFlow implementation of the IJCAI 2021 paper MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
Snake game RL environment for Ubiquant competition 2022.
Collections of powerful RL architectures with brief introductions.
Paper Collection of Reinforcement Learning Exploration covers Exploration of Muti-Arm-Bandit, Reinforcement Learning and Multi-agent Reinforcement Learning.
Implementation of the ECML-PKDD 2021 paper "Learning to Build High-fidelity and Robust Environment Models"
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.