Reward-Free Attacks in Multi-Agent Reinforcement Learning

Reward-Free Attacks in Multi-Agent Reinforcement Learning

2 December 2021

Jill M. Brandenberger

Nathan Oken Hodas

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Papers citing "Reward-Free Attacks in Multi-Agent Reinforcement Learning"

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Title
Avoiding Side Effects By Considering Future Tasks Victoria Krakovna Laurent Orseau Richard Ngo Miljan Martic Shane Legg 56 38 0 15 Oct 2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang ... Samyak Parajuli Mike Guo Basel Alomair Jacob Steinhardt Justin Gilmer OOD 350 1,754 0 29 Jun 2020
Dota 2 with Large Scale Deep Reinforcement Learning OpenAI OpenAI : Christopher Berner Greg Brockman Brooke Chan ... Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski Susan Zhang GNN VLM CLL AI4CE LRM 169 1,836 0 13 Dec 2019
Non-Cooperative Inverse Reinforcement Learning Xiangyuan Zhang Kai Zhang Erik Miehling Tamer Basar 71 22 0 03 Nov 2019
OpenSpiel: A Framework for Reinforcement Learning in Games Marc Lanctot Edward Lockhart Jean-Baptiste Lespiau V. Zambaldi Satyaki Upadhyay ... Julian Schrittwieser Thomas W. Anthony Edward Hughes Ivo Danihelka Jonah Ryan-Davis OffRL 101 254 0 26 Aug 2019
Deceptive Reinforcement Learning Under Adversarial Manipulations on Cost Signals Yunhan Huang Quanyan Zhu OffRL AAML 113 86 0 24 Jun 2019
Adversarial Policies: Attacking Deep Reinforcement Learning Adam Gleave Michael Dennis Cody Wild Neel Kant Sergey Levine Stuart J. Russell AAML 83 360 0 25 May 2019
Off-Policy Deep Reinforcement Learning without Exploration Scott Fujimoto David Meger Doina Precup OffRL BDL 243 1,624 0 07 Dec 2018
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 162 4,509 0 07 Jun 2017
Robust Adversarial Reinforcement Learning Lerrel Pinto James Davidson Rahul Sukthankar Abhinav Gupta OOD 101 860 0 08 Mar 2017
Adversarial Attacks on Neural Network Policies Sandy Huang Nicolas Papernot Ian Goodfellow Yan Duan Pieter Abbeel MLAU AAML 102 838 0 08 Feb 2017
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 242 2,404 0 21 Jun 2016