Multi-Agent Adversarial Inverse Reinforcement Learning

30 July 2019

Papers citing "Multi-Agent Adversarial Inverse Reinforcement Learning"

22 / 22 papers shown

Title
A Machine Learning Approach to Detect Strategic Behavior from Large-Population Observational Data Applied to Game Mode Prediction on a Team-Based Video Game Boshen Wang Luis E. Ortiz 88 0 0 20 Jan 2025
Multi-Agent Generative Adversarial Imitation Learning Jiaming Song Hongyu Ren Dorsa Sadigh Stefano Ermon GAN 50 221 0 26 Jul 2018
Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games Xiaomin Lin Stephen C. Adams Peter A. Beling 25 8 0 26 Jun 2018
Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review Sergey Levine AI4CE BDL 76 672 0 02 May 2018
Inverse Reward Design Dylan Hadfield-Menell S. Milli Pieter Abbeel Stuart J. Russell Anca Dragan 79 397 0 08 Nov 2017
Learning Robust Rewards with Adversarial Inverse Reinforcement Learning Justin Fu Katie Z Luo Sergey Levine 124 753 0 30 Oct 2017
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation Yuhuai Wu Elman Mansimov Shun Liao Roger C. Grosse Jimmy Ba OffRL 52 626 0 17 Aug 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 140 4,482 0 07 Jun 2017
Coordinated Multi-Agent Imitation Learning Hoang Minh Le Yisong Yue Peter Carr P. Lucey 59 191 0 09 Mar 2017
Multi-agent Reinforcement Learning in Sequential Social Dilemmas Joel Z Leibo V. Zambaldi Marc Lanctot J. Marecki T. Graepel 71 608 0 10 Feb 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
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 454 5,372 0 05 Nov 2016
Deep Reinforcement Learning for Robotic Manipulation with Asynchronous Off-Policy Updates S. Gu E. Holly Timothy Lillicrap Sergey Levine OffRL SSL 114 1,480 0 03 Oct 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 69 2,399 0 18 Sep 2016
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 217 2,384 0 21 Jun 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 140 3,106 0 10 Jun 2016
Model-Free Imitation Learning with Policy Optimization Jonathan Ho Jayesh K. Gupta Stefano Ermon 47 149 0 26 May 2016
Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization Chelsea Finn Sergey Levine Pieter Abbeel 108 948 0 01 Mar 2016
Inverse Reinforcement Learning in Swarm Systems Adrian Šošić Wasiur R. KhudaBukhsh A. Zoubir Heinz Koeppl AI4CE 40 76 0 17 Feb 2016
End-to-End Training of Deep Visuomotor Policies Sergey Levine Chelsea Finn Trevor Darrell Pieter Abbeel BDL 308 3,434 0 02 Apr 2015
Theory and Applications of Proper Scoring Rules A. Dawid M. Musio 151 124 0 02 Jan 2014
Computational Rationalization: The Inverse Equilibrium Problem Kevin Waugh Brian Ziebart J. Andrew Bagnell 68 82 0 15 Aug 2013