Explaining Agent Behavior with Large Language Models

Explaining Agent Behavior with Large Language Models

19 September 2023

Yue (Sophie) Guo

Simon Stepputtis

Joseph Campbell

Papers citing "Explaining Agent Behavior with Large Language Models"

11 / 11 papers shown

Title
Demonstrating Large-Scale Package Manipulation via Learned Metrics of Pick Success Shuai-Peng Li Azarakhsh Keipour Kevin Jamieson Nicolas Hudson Charles Swan Kostas Bekris 29 5 0 17 May 2023
Concept Learning for Interpretable Multi-Agent Reinforcement Learning Renos Zabounidis Joseph Campbell Simon Stepputtis Dana Hughes Katia Sycara 58 16 0 23 Feb 2023
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 65 35 0 25 Jun 2021
Scalability in Perception for Autonomous Driving: Waymo Open Dataset Pei Sun Henrik Kretzschmar Xerxes Dotiwalla Aurelien Chouard Vijaysai Patnaik ... Shuyang Cheng Yu Zhang Jonathon Shlens Zhifeng Chen Dragomir Anguelov 79 2,851 0 10 Dec 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 393 634 0 04 Dec 2018
Techniques for Interpretable Machine Learning Mengnan Du Ninghao Liu Xia Hu FaML 75 1,086 0 31 Jul 2018
Verifiable Reinforcement Learning via Policy Extraction Osbert Bastani Yewen Pu Armando Solar-Lezama OffRL 109 331 0 22 May 2018
Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning Tianmin Shu Caiming Xiong R. Socher OffRL 101 140 0 20 Dec 2017
Interpretability via Model Extraction Osbert Bastani Carolyn Kim Hamsa Bastani FAtt 47 129 0 29 Jun 2017
Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller XAI 232 4,229 0 22 Jun 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 746 16,828 0 16 Feb 2016