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Blending Imitation and Reinforcement Learning for Robust Policy
  Improvement

Blending Imitation and Reinforcement Learning for Robust Policy Improvement

3 October 2023
Xuefeng Liu
Takuma Yoneda
Rick L. Stevens
Matthew R. Walter
Yuxin Chen
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Papers citing "Blending Imitation and Reinforcement Learning for Robust Policy Improvement"

5 / 5 papers shown
Title
Dynamic Action Interpolation: A Universal Approach for Accelerating Reinforcement Learning with Expert Guidance
Dynamic Action Interpolation: A Universal Approach for Accelerating Reinforcement Learning with Expert Guidance
Wenjun Cao
38
0
0
26 Apr 2025
DexTrack: Towards Generalizable Neural Tracking Control for Dexterous Manipulation from Human References
DexTrack: Towards Generalizable Neural Tracking Control for Dexterous Manipulation from Human References
Xueyi Liu
Jianibieke Adalibieke
Qianwei Han
Yuzhe Qin
Li Yi
66
3
0
13 Feb 2025
Entropy-Reinforced Planning with Large Language Models for Drug Discovery
Entropy-Reinforced Planning with Large Language Models for Drug Discovery
Xuefeng Liu
Chih-chan Tien
Peng Ding
Songhao Jiang
Rick L. Stevens
43
4
0
11 Jun 2024
Active Policy Improvement from Multiple Black-box Oracles
Active Policy Improvement from Multiple Black-box Oracles
Xuefeng Liu
Takuma Yoneda
Chaoqi Wang
Matthew R. Walter
Yuxin Chen
31
8
0
17 Jun 2023
Learning from Guided Play: Improving Exploration for Adversarial
  Imitation Learning with Simple Auxiliary Tasks
Learning from Guided Play: Improving Exploration for Adversarial Imitation Learning with Simple Auxiliary Tasks
Trevor Ablett
Bryan Chan
Jonathan Kelly
34
10
0
30 Dec 2022
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