Rényi State Entropy for Exploration Acceleration in Reinforcement Learning

8 March 2022

Papers citing "Rényi State Entropy for Exploration Acceleration in Reinforcement Learning"

13 / 13 papers shown

Title
Trajectory Entropy Reinforcement Learning for Predictable and Robust Control Bang You Chenxu Wang Huaping Liu 24 0 0 07 May 2025
An Information-Geometric Approach to Artificial Curiosity Alexander Nedergaard Pablo A. Morales 25 0 0 08 Apr 2025
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning Wesley A. Suttle A. Suresh Carlos Nieto-Granda OffRL 97 0 0 06 Feb 2025
Adaptive Data Exploitation in Deep Reinforcement Learning Mingqi Yuan Bo Li Xin Jin Wenjun Zeng OffRL 219 0 0 22 Jan 2025
Monocular Obstacle Avoidance Based on Inverse PPO for Fixed-wing UAVs Haochen Chai Meimei Su Yang Lyu Zhunga Liu Chunhui Zhao Quan Pan 81 0 0 27 Nov 2024
Effective Exploration Based on the Structural Information Principles Xianghua Zeng Hao Peng Angsheng Li 21 1 0 09 Oct 2024
Provably Efficient Long-Horizon Exploration in Monte Carlo Tree Search through State Occupancy Regularization Liam Schramm Abdeslam Boularias 28 1 0 07 Jul 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 39 1 0 02 Apr 2024
RLLTE: Long-Term Evolution Project of Reinforcement Learning Tao Lv Zequn Zhang Yang Xu Shihao Luo Bo Li Xin Jin Wenjun Zeng OffRL 37 1 0 28 Sep 2023
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration Dongyoung Kim Jinwoo Shin Pieter Abbeel Younggyo Seo 26 19 0 31 May 2023
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning Mingqi Yuan Bo Li Xin Jin Wenjun Zeng OffRL 29 8 0 26 Jan 2023
Tackling Visual Control via Multi-View Exploration Maximization Mingqi Yuan Xin Jin Bo Li Wenjun Zeng 30 1 0 28 Nov 2022
Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning Mingqi Yuan Bo Li Xin Jin Wenjun Zeng 36 12 0 19 Sep 2022