Multi-Agent Inverse Reinforcement Learning: Suboptimal Demonstrations and Alternative Solution Concepts

2 September 2021

Papers citing "Multi-Agent Inverse Reinforcement Learning: Suboptimal Demonstrations and Alternative Solution Concepts"

14 / 14 papers shown

Title
Learning Human Rewards by Inferring Their Latent Intelligence Levels in Multi-Agent Games: A Theory-of-Mind Approach with Application to Driving Data Ran Tian Masayoshi Tomizuka Liting Sun AI4CE 26 13 0 07 Mar 2021
Equilibrium Inverse Reinforcement Learning for Ride-hailing Vehicle Network Takuma Oda 28 9 0 13 Feb 2021
The Computation of Approximate Generalized Feedback Nash Equilibria F. Laine David Fridovich-Keil Chih-Yuan Chiu Claire Tomlin 79 58 0 08 Jan 2021
Diversity in Action: General-Sum Multi-Agent Continuous Inverse Optimal Control Christian Muench F. Oliehoek D. Gavrila AI4CE 16 5 0 27 Apr 2020
Reinforcement Learning in Economics and Finance Arthur Charpentier Romuald Elie Carl Remlinger OffRL 73 153 0 22 Mar 2020
Multi-Agent Generative Adversarial Imitation Learning Jiaming Song Hongyu Ren Dorsa Sadigh Stefano Ermon GAN 50 221 0 26 Jul 2018
How game complexity affects the playing behavior of synthetic agents C. Kiourt Dimitris Kalles P. Kanellopoulos 27 2 0 07 Jul 2018
Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations Xingyu Wang Diego Klabjan 49 39 0 07 Jan 2018
Occam's razor is insufficient to infer the preferences of irrational agents Stuart Armstrong Sören Mindermann 65 93 0 15 Dec 2017
A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models Chelsea Finn Paul Christiano Pieter Abbeel Sergey Levine OffRL AI4CE GAN 62 354 0 11 Nov 2016
Learning the Preferences of Ignorant, Inconsistent Agents Owain Evans Andreas Stuhlmuller Noah D. Goodman 48 128 0 18 Dec 2015
Monte Carlo Planning method estimates planning horizons during interactive social exchange A. Hula P. Montague Peter Dayan 48 99 0 12 Feb 2015
Multi-agent Inverse Reinforcement Learning for Two-person Zero-sum Games Xiaomin Lin Peter A. Beling R. Cogill 77 60 0 25 Mar 2014
Beyond Nash Equilibrium: Solution Concepts for the 21st Century Joseph Y. Halpern 250 85 0 12 Jun 2008