Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning

19 September 2022

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

7 / 7 papers shown

Title
Adaptive Data Exploitation in Deep Reinforcement Learning Mingqi Yuan Bo Li Xin Jin Wenjun Zeng OffRL 172 0 0 22 Jan 2025
External Model Motivated Agents: Reinforcement Learning for Enhanced Environment Sampling Rishav Bhagat Jonathan C. Balloch Zhiyu Lin Julia Kim Mark O. Riedl 41 0 0 28 Jun 2024
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 34 1 0 02 Apr 2024
Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations Guojian Wang Faguo Wu Xiao Zhang Tianyuan Chen Zhiming Zheng 33 0 0 30 Dec 2023
RLLTE: Long-Term Evolution Project of Reinforcement Learning Tao Lv Zequn Zhang Yang Xu Shihao Luo Bo Li Xin Jin Wenjun Zeng OffRL 27 1 0 28 Sep 2023
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning Mingqi Yuan Bo Li Xin Jin Wenjun Zeng OffRL 24 7 0 26 Jan 2023
Tackling Visual Control via Multi-View Exploration Maximization Mingqi Yuan Xin Jin Bo Li Wenjun Zeng 25 1 0 28 Nov 2022