Dueling Posterior Sampling for Preference-Based Reinforcement Learning

Dueling Posterior Sampling for Preference-Based Reinforcement Learning

4 August 2019

Ellen R. Novoseller

Papers citing "Dueling Posterior Sampling for Preference-Based Reinforcement Learning"

19 / 19 papers shown

Title
Contextual Online Uncertainty-Aware Preference Learning for Human Feedback Nan Lu Ethan X. Fang Junwei Lu 224 0 0 27 Apr 2025
Reinforcement Learning from Multi-level and Episodic Human Feedback Muhammad Qasim Elahi Somtochukwu Oguchienti Maheed H. Ahmed Mahsa Ghasemi OffRL 55 0 0 20 Apr 2025
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective Jiawei Huang Bingcong Li Christoph Dann Niao He OffRL 85 0 0 26 Feb 2025
Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference Qining Zhang Lei Ying OffRL 40 2 0 25 Sep 2024
Advances in Preference-based Reinforcement Learning: A Review Youssef Abdelkareem Shady Shehata Fakhri Karray OffRL 51 9 0 21 Aug 2024
Preference-Guided Reinforcement Learning for Efficient Exploration Guojian Wang Faguo Wu Xiao Zhang Tianyuan Chen Xuyang Chen Lin Zhao 45 0 0 09 Jul 2024
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis Qining Zhang Honghao Wei Lei Ying OffRL 67 1 0 11 Jun 2024
Comparisons Are All You Need for Optimizing Smooth Functions Chenyi Zhang Tongyang Li AAML 37 1 0 19 May 2024
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF Banghua Zhu Michael I. Jordan Jiantao Jiao 31 25 0 29 Jan 2024
A Minimaximalist Approach to Reinforcement Learning from Human Feedback Gokul Swamy Christoph Dann Rahul Kidambi Zhiwei Steven Wu Alekh Agarwal OffRL 48 96 0 08 Jan 2024
A Learning-Based Framework for Safe Human-Robot Collaboration with Multiple Backup Control Barrier Functions Neil C. Janwani Ersin Daş Thomas Touma Skylar X. Wei Tamas G. Molnar J. W. Burdick 32 2 0 09 Oct 2023
Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism Zihao Li Zhuoran Yang Mengdi Wang OffRL 37 55 0 29 May 2023
Principled Reinforcement Learning with Human Feedback from Pairwise or $K$ -wise Comparisons Banghua Zhu Jiantao Jiao Michael I. Jordan OffRL 42 184 0 26 Jan 2023
Learning from Imperfect Demonstrations via Adversarial Confidence Transfer Zhangjie Cao Zihan Wang Dorsa Sadigh AAML 37 7 0 07 Feb 2022
Dueling RL: Reinforcement Learning with Trajectory Preferences Aldo Pacchiano Aadirupa Saha Jonathan Lee 33 82 0 08 Nov 2021
On the Expressivity of Markov Reward David Abel Will Dabney Anna Harutyunyan Mark K. Ho Michael L. Littman Doina Precup Satinder Singh 29 82 0 01 Nov 2021
Preference-based Reinforcement Learning with Finite-Time Guarantees Yichong Xu Ruosong Wang Lin F. Yang Aarti Singh A. Dubrawski 36 53 0 16 Jun 2020
Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video Chandrayee Basu Qian Yang M. Singhal Anca Dragan 51 174 0 25 Mar 2016
Online Structured Prediction via Coactive Learning Pannagadatta K. Shivaswamy Thorsten Joachims HAI 68 66 0 18 May 2012