Counterfactual Explanations in Sequential Decision Making Under Uncertainty

6 July 2021

Papers citing "Counterfactual Explanations in Sequential Decision Making Under Uncertainty"

15 / 15 papers shown

Title
Counterfactual Strategies for Markov Decision Processes Paul Kobialka Lina Gerlach Francesco Leofante E. Ábrahám S. L. T. Tarifa E. Johnsen 33 0 0 14 May 2025
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity Yahya Aalaila Gerrit Großmann Sumantrak Mukherjee Jonas Wahl Sebastian Vollmer CML LRM 66 0 0 31 Mar 2025
Evaluation of Large Language Models via Coupled Token Generation N. C. Benz Stratis Tsirtsis Eleni Straitouri Ivi Chatzi Ander Artola Velasco Suhas Thejaswi Manuel Gomez Rodriguez 56 0 0 03 Feb 2025
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making Stelios Triantafyllou A. Sukovic Yasaman Zolfimoselo Goran Radanović CML 40 0 0 16 Oct 2024
Counterfactual Token Generation in Large Language Models Ivi Chatzi N. C. Benz Eleni Straitouri Stratis Tsirtsis Manuel Gomez Rodriguez LRM 44 3 0 25 Sep 2024
Counterfactual Explanations for Multivariate Time-Series without Training Datasets Xiangyu Sun Raquel Aoki Kevin H. Wilson 27 1 0 28 May 2024
Counterfactual Influence in Markov Decision Processes Milad Kazemi Jessica Lally Ekaterina Tishchenko Hana Chockler Nicola Paoletti 25 1 0 13 Feb 2024
Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning E. Panagiotou Eirini Ntoutsi CML OffRL BDL 25 0 0 01 Nov 2023
TraCE: Trajectory Counterfactual Explanation Scores Jeffrey N Clark Edward A. Small Nawid Keshtmand Michelle W.L. Wan Elena Fillola Mayoral Enrico Werner Christopher P Bourdeaux Raúl Santos-Rodríguez 30 1 0 27 Sep 2023
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces Stratis Tsirtsis Manuel Gomez Rodriguez CML OffRL 35 9 0 06 Jun 2023
Towards Computationally Efficient Responsibility Attribution in Decentralized Partially Observable MDPs Stelios Triantafyllou Goran Radanović 27 5 0 24 Feb 2023
Counterfactual Analysis in Dynamic Latent State Models Martin Haugh Raghav Singal CML 31 6 0 27 May 2022
Counterfactual harm Jonathan G. Richens R. Beard Daniel H. Thompson 34 27 0 27 Apr 2022
Counterfactual Temporal Point Processes Kimia Noorbakhsh Manuel Gomez Rodriguez 22 22 0 15 Nov 2021
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review Sahil Verma Varich Boonsanong Minh Hoang Keegan E. Hines John P. Dickerson Chirag Shah CML 26 164 0 20 Oct 2020