Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning

5 June 2023

Papers citing "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning"

13 / 13 papers shown

Title
Episodic Novelty Through Temporal Distance Y. Jiang Qihan Liu Yiqin Yang Xiaoteng Ma Dianyu Zhong ... Jun Yang Bin Liang Bo Xu Chongjie Zhang Qianchuan Zhao OffRL 28 0 0 28 Jan 2025
$\beta$ -DQN: Improving Deep Q-Learning By Evolving the Behavior Hongming Zhang Fengshuo Bai Chenjun Xiao Chao Gao Bo Xu Martin Müller OffRL 21 2 0 03 Jan 2025
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration Max Wilcoxson Qiyang Li Kevin Frans Sergey Levine SSL OffRL OnRL 57 0 0 23 Oct 2024
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control Ehsan Futuhi Shayan Karimi Chao Gao Martin Müller 26 1 0 07 Oct 2024
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning Haozhe Ma Zhengding Luo Thanh Vinh Vo Kuankuan Sima Tze-Yun Leong 29 4 0 06 Aug 2024
An Optimal Tightness Bound for the Simulation Lemma Sam Lobel Ronald E. Parr 20 2 0 24 Jun 2024
Beyond Optimism: Exploration With Partially Observable Rewards Simone Parisi Alireza Kazemipour Michael H. Bowling OffRL 27 1 0 20 Jun 2024
RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning Mingqi Yuan Roger Creus Castanyer Bo Li Xin Jin Glen Berseth Wenjun Zeng 29 0 0 29 May 2024
Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning Adriana Hugessen Roger Creus Castanyer Faisal Mohamed Glen Berseth 33 0 0 27 May 2024
Exploration and Anti-Exploration with Distributional Random Network Distillation Kai Yang Jian Tao Jiafei Lyu Xiu Li 27 14 0 18 Jan 2024
Improving Intrinsic Exploration by Creating Stationary Objectives Roger Creus Castanyer Javier Civera Taihú Pire OffRL 24 3 0 27 Oct 2023
Hierarchical Empowerment: Towards Tractable Empowerment-Based Skill Learning Andrew Levy Sreehari Rammohan A. Allievi S. Niekum G. Konidaris 20 4 0 06 Jul 2023
Human-level Atari 200x faster Steven Kapturowski Victor Campos Ray Jiang Nemanja Rakićević Hado van Hasselt Charles Blundell Adria Puigdomenech Badia OffRL 41 28 0 15 Sep 2022