Teaching Inverse Reinforcement Learners via Features and Demonstrations

21 October 2018

Papers citing "Teaching Inverse Reinforcement Learners via Features and Demonstrations"

12 / 12 papers shown

Title
Towards User-Centred Design of AI-Assisted Decision-Making in Law Enforcement Vesna Nowack Dalal Alrajeh Carolina Gutierrez Muñoz Katie Thomas William Hobson Catherine Hamilton-Giachritsis Patrick Benjamin Tim Grant Juliane A. Kloess Jessica Woodhams 49 0 0 24 Apr 2025
Inducing Structure in Reward Learning by Learning Features Andreea Bobu Marius Wiggert Claire Tomlin Anca Dragan 27 30 0 18 Jan 2022
Iterative Teaching by Label Synthesis Weiyang Liu Zhen Liu Hanchen Wang Liam Paull Bernhard Schölkopf Adrian Weller 48 16 0 27 Oct 2021
Iterative Teacher-Aware Learning Luyao Yuan Dongruo Zhou Junhong Shen Jingdong Gao Jeffrey L. Chen Quanquan Gu Ying Nian Wu Song-Chun Zhu 17 11 0 01 Oct 2021
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments Amin Rakhsha Xuezhou Zhang Xiaojin Zhu Adish Singla AAML OffRL 41 37 0 16 Feb 2021
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
Feature Expansive Reward Learning: Rethinking Human Input Andreea Bobu Marius Wiggert Claire Tomlin Anca Dragan 19 44 0 23 Jun 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
Towards Deployment of Robust AI Agents for Human-Machine Partnerships Ahana Ghosh Sebastian Tschiatschek Hamed Mahdavi Adish Singla 26 9 0 05 Oct 2019
Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization Yufei Han Yuzhe Ma Christopher S. Gates Kevin A. Roundy Yun Shen 30 0 0 07 May 2019
Iterative Classroom Teaching Teresa Yeo Parameswaran Kamalaruban Adish Singla Arpit Merchant Thibault Asselborn Louis Faucon P. Dillenbourg V. Cevher 14 19 0 08 Nov 2018
Teaching Multiple Concepts to a Forgetful Learner Anette Hunziker Yuxin Chen Oisin Mac Aodha Manuel Gomez Rodriguez Andreas Krause Pietro Perona Yisong Yue Adish Singla CLL 21 39 0 21 May 2018