A Survey of Explainable Reinforcement Learning

17 February 2022

Papers citing "A Survey of Explainable Reinforcement Learning"

7 / 7 papers shown

Title
Personalized Decision Supports based on Theory of Mind Modeling and Explainable Reinforcement Learning Huao Li Yao Fan Keyang Zheng Michael Lewis Katia P. Sycara 25 0 0 13 Dec 2023
Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario Hugo Munoz Ernesto Portugal Angel Ayala Bruno José Torres Fernandes Francisco Cruz 21 0 0 14 Dec 2022
Experiential Explanations for Reinforcement Learning Amal Alabdulkarim Madhuri Singh Gennie Mansi Kaely Hall Mark O. Riedl Mark O. Riedl OffRL 36 2 0 10 Oct 2022
MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning Stephanie Milani Zhicheng Zhang Nicholay Topin Z. Shi Charles A. Kamhoua Evangelos E. Papalexakis Fei Fang OffRL 76 13 0 25 May 2022
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions Omer Gottesman Joseph D. Futoma Yao Liu Soanli Parbhoo L. A. Celi Emma Brunskill Finale Doshi-Velez OffRL 137 54 0 10 Feb 2020
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning Jianyu Chen Shengbo Eben Li M. Tomizuka 45 224 0 23 Jan 2020
Particle Swarm Optimization for Generating Interpretable Fuzzy Reinforcement Learning Policies D. Hein A. Hentschel Thomas Runkler Steffen Udluft OffRL 28 78 0 19 Oct 2016