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ApexRL · GitHub
ApexRL
RL group @ ApexLab in SJTU. Focusing on reinforcement learning, imitation learning and robotics.
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This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"
639
28
Paper Collection for Imitation Learning in RL.
152
24
A curated list of awesome material on legged robot locomotion using reinforcement learning (RL) and sim-to-real techniques.
149
12
Paper Collection for Batch RL with brief introductions.
84
14
Implementation of ICML2020 paper <Bidirectional Model-based Policy Optimization>
Python
23
Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"
Python
18
2
Repositories
Showing 10 of 22 repositories
AORPO
Public
Official pytorch implementation of the paper <Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts>.
apexrl/AORPO’s past year of commit activity
Python
21
2
1
0
Updated Nov 22, 2025
apexrl/HugWBC’s past year of commit activity
Python
125
12
4
0
Updated Aug 2, 2025
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.
apexrl/awesome-rl-for-legged-locomotion’s past year of commit activity
149
CC0-1.0
12
0
0
Updated Mar 28, 2025
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"
apexrl/Diff4RLSurvey’s past year of commit activity
639
Apache-2.0
28
0
0
Updated Nov 29, 2024
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).
apexrl/GCRL-Collection’s past year of commit activity
143
6
1
0
Updated May 10, 2023
MapGo
Public
TensorFlow implementation of the IJCAI 2021 paper MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
apexrl/MapGo’s past year of commit activity
Python
6
MIT
1
0
1
Updated Mar 24, 2023
bmpo
Public
Implementation of ICML2020 paper <Bidirectional Model-based Policy Optimization>
apexrl/bmpo’s past year of commit activity
Python
23
MIT
0
0
1
Updated Mar 24, 2023
DePO
Public
Code for ICML 2022 paper "Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization"
apexrl/DePO’s past year of commit activity
Python
9
4
0
0
Updated Nov 13, 2022
COIL
Public
Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"
apexrl/COIL’s past year of commit activity
Python
18
MIT
2
0
0
Updated Oct 21, 2022
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
apexrl/DePO_NGSIM’s past year of commit activity
Python
8
2
0
0
Updated May 31, 2022
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