Finding Counterfactually Optimal Action Sequences in Continuous State
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Finding Counterfactually Optimal Action Sequences in Continuous State Spaces

6 June 2023

Stratis Tsirtsis

Manuel Gomez Rodriguez

Papers citing "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces"

10 / 10 papers shown

Title
Learning Counterfactual Outcomes Under Rank Preservation Peng Wu Haoxuan Li Chunyuan Zheng Yan Zeng Jiawei Chen Yang Liu Ruocheng Guo K. Zhang 59 0 0 10 Feb 2025
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making Stelios Triantafyllou A. Sukovic Yasaman Zolfimoselo Goran Radanović CML 23 0 0 16 Oct 2024
Perfect Counterfactuals in Imperfect Worlds: Modelling Noisy Implementation of Actions in Sequential Algorithmic Recourse Yueqing Xuan Kacper Sokol Mark Sanderson Jeffrey Chan 22 1 0 03 Oct 2024
Semifactual Explanations for Reinforcement Learning Jasmina Gajcin Jovan Jeromela Ivana Dusparic OffRL 23 0 0 09 Sep 2024
Counterfactual Influence in Markov Decision Processes M. Kazemi Jessica Lally Ekaterina Tishchenko Hana Chockler Nicola Paoletti 11 0 0 13 Feb 2024
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies Jasmina Gajcin Ivana Dusparic CML OffRL 20 2 0 09 Feb 2024
Invariant Causal Imitation Learning for Generalizable Policies Ioana Bica Daniel Jarrett Mihaela van der Schaar CML OffRL OOD 55 32 0 02 Nov 2023
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs Stelios Triantafyllou A. Sukovic Debmalya Mandal Goran Radanović 9 0 0 17 Oct 2023
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery Chris Cundy Aditya Grover Stefano Ermon CML 32 71 0 06 Dec 2021
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 143 1,599 0 02 Feb 2020