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Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning
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Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning

Mingqi Yuan
Bo Li
Xin Jin
Wenjun Zeng
ArXiv (abs)PDFHTML

Papers citing "Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning"

7 / 7 papers shown
Title
Adaptive Data Exploitation in Deep Reinforcement Learning
Adaptive Data Exploitation in Deep Reinforcement Learning
Mingqi Yuan
Bo Li
Xin Jin
Wenjun Zeng
OffRL
459
0
0
22 Jan 2025
External Model Motivated Agents: Reinforcement Learning for Enhanced Environment Sampling
External Model Motivated Agents: Reinforcement Learning for Enhanced Environment Sampling
Rishav Bhagat
Jonathan C. Balloch
Zhiyu Lin
Julia Kim
Mark O. Riedl
113
0
0
28 Jun 2024
Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning
Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning
Jonathan C. Balloch
Rishav Bhagat
Geigh Zollicoffer
Ruoran Jia
Julia Kim
Mark O. Riedl
OffRL
87
1
0
02 Apr 2024
Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations
Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations
Guojian Wang
Faguo Wu
Xiao Zhang
Tianyuan Chen
Zhiming Zheng
97
0
0
30 Dec 2023
RLLTE: Long-Term Evolution Project of Reinforcement Learning
RLLTE: Long-Term Evolution Project of Reinforcement Learning
Tao Lv
Zequn Zhang
Yang Xu
Shihao Luo
Bo Li
Xin Jin
Wenjun Zeng
OffRL
77
1
0
28 Sep 2023
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning
Mingqi Yuan
Bo Li
Xin Jin
Wenjun Zeng
OffRL
88
10
0
26 Jan 2023
Tackling Visual Control via Multi-View Exploration Maximization
Tackling Visual Control via Multi-View Exploration Maximization
Mingqi Yuan
Xin Jin
Bo Li
Wenjun Zeng
67
1
0
28 Nov 2022

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