Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications

20 May 2018

Papers citing "Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications"

13 / 13 papers shown

Title
Reinforcement Teaching Alex Lewandowski Calarina Muslimani Dale Schuurmans Matthew E. Taylor Jun Luo 81 1 0 28 Jan 2025
COACH: Cooperative Robot Teaching Cunjun Yu Yiqing Xu Linfeng Li David Hsu 29 5 0 13 Feb 2023
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning Michael S. Lee H. Admoni Reid G. Simmons OffRL 11 9 0 03 Mar 2022
Learning Data Teaching Strategies Via Knowledge Tracing Ghodai M. Abdelrahman Qing Wang 24 12 0 13 Nov 2021
Self-Supervised Online Reward Shaping in Sparse-Reward Environments F. Memarian Wonjoon Goo Rudolf Lioutikov S. Niekum Ufuk Topcu OffRL 34 48 0 08 Mar 2021
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments Amin Rakhsha Xuezhou Zhang Xiaojin Zhu Adish Singla AAML OffRL 44 37 0 16 Feb 2021
Forming Real-World Human-Robot Cooperation for Tasks With General Goal Lingfeng Tao Michael Bowman Jiucai Zhang Xiaoli Zhang 13 2 0 19 Dec 2020
Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks Amin Rakhsha Goran Radanović R. Devidze Xiaojin Zhu Adish Singla AAML OffRL 28 29 0 21 Nov 2020
Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning Amin Rakhsha Goran Radanović R. Devidze Xiaojin Zhu Adish Singla AAML OffRL 9 120 0 28 Mar 2020
Policy Poisoning in Batch Reinforcement Learning and Control Yuzhe Ma Xuezhou Zhang Wen Sun Xiaojin Zhu AAML OffRL 15 109 0 13 Oct 2019
A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms Oliver Kroemer S. Niekum George Konidaris 36 356 0 06 Jul 2019
Using Causal Analysis to Learn Specifications from Task Demonstrations Daniel Angelov Yordan V. Hristov S. Ramamoorthy CML 26 19 0 04 Mar 2019
Teaching Inverse Reinforcement Learners via Features and Demonstrations Luis Haug Sebastian Tschiatschek Adish Singla 11 51 0 21 Oct 2018