Robust Reinforcement Learning Under Minimax Regret for Green Security

Robust Reinforcement Learning Under Minimax Regret for Green Security

15 June 2021

Andrew Perrault

Papers citing "Robust Reinforcement Learning Under Minimax Regret for Green Security"

13 / 13 papers shown

Title
Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization Zhen-Yu Tang Chao Yu Boyuan Chen Huazhe Xu Xiaolong Wang Fei Fang S. Du Yu Wang Yi Wu 59 52 0 08 Mar 2021
Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision Processes Marc Rigter Bruno Lacerda Nick Hawes 17 17 0 08 Dec 2020
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security Lily Xu Elizabeth Bondi-Kelly Fei Fang Andrew Perrault Kai Wang Milind Tambe 32 24 0 14 Sep 2020
Learning to Play Sequential Games versus Unknown Opponents Pier Giuseppe Sessa Ilija Bogunovic Maryam Kamgarpour Andreas Krause 19 27 0 10 Jul 2020
Risk Averse Robust Adversarial Reinforcement Learning Xinlei Pan Daniel Seita Yang Gao John F. Canny AAML 32 96 0 31 Mar 2019
Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations Lily Xu Shahrzad Gholami S. M. Carthy B. Dilkina A. Plumptre ... M. Driciru F. Wanyama A. Rwetsiba Tom Okello Eric Enyel 26 48 0 08 Mar 2019
Deep Reinforcement Learning for Green Security Games with Real-Time Information Yufei Wang Zheyuan Ryan Shi Lantao Yu Yi Wu Rohit Singh Lucas Joppa Fei Fang 35 74 0 06 Nov 2018
Reinforcement Learning with Perturbed Rewards Jingkang Wang Yang Liu Yue Liu NoLa 47 127 0 02 Oct 2018
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning Marc Lanctot V. Zambaldi A. Gruslys Angeliki Lazaridou K. Tuyls Julien Perolat David Silver T. Graepel 82 628 0 02 Nov 2017
Robust Adversarial Reinforcement Learning Lerrel Pinto James Davidson Rahul Sukthankar Abhinav Gupta OOD 76 848 0 08 Mar 2017
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 191 13,174 0 09 Sep 2015
Minimax regret based elicitation of generalized additive utilities Darius Braziunas Craig Boutilier 58 84 0 20 Jun 2012
Regret-based Reward Elicitation for Markov Decision Processes K. Regan Craig Boutilier 75 86 0 09 May 2012