Robust Counterfactual Inference in Markov Decision Processes
Fuente:
arXiv
Saved in:
| Main Authors: | Lally, Jessica, Kazemi, Milad, Paoletti, Nicola |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Counterfactual Influence in Markov Decision Processes
by: Kazemi, Milad, et al.
Published: (2024)
by: Kazemi, Milad, et al.
Published: (2024)
Causal Temporal Reasoning for Markov Decision Processes
by: Kazemi, Milad, et al.
Published: (2022)
by: Kazemi, Milad, et al.
Published: (2022)
Counterfactual Strategies for Markov Decision Processes
by: Kobialka, Paul, et al.
Published: (2025)
by: Kobialka, Paul, et al.
Published: (2025)
CONFEX: Uncertainty-Aware Counterfactual Explanations with Conformal Guarantees
by: Bilkhoo, Aman, et al.
Published: (2025)
by: Bilkhoo, Aman, et al.
Published: (2025)
Policy Gradient for Robust Markov Decision Processes
by: Wang, Qiuhao, et al.
Published: (2024)
by: Wang, Qiuhao, et al.
Published: (2024)
Quantile Markov Decision Process
by: Li, Xiaocheng, et al.
Published: (2017)
by: Li, Xiaocheng, et al.
Published: (2017)
Creativity and Markov Decision Processes
by: Lahikainen, Joonas, et al.
Published: (2024)
by: Lahikainen, Joonas, et al.
Published: (2024)
Best-Effort Policies for Robust Markov Decision Processes
by: Abate, Alessandro, et al.
Published: (2025)
by: Abate, Alessandro, et al.
Published: (2025)
Linear Mixture Distributionally Robust Markov Decision Processes
by: Liu, Zhishuai, et al.
Published: (2025)
by: Liu, Zhishuai, et al.
Published: (2025)
Solving Robust Markov Decision Processes: Generic, Reliable, Efficient
by: Meggendorfer, Tobias, et al.
Published: (2024)
by: Meggendorfer, Tobias, et al.
Published: (2024)
Abstract Counterfactuals for Language Model Agents
by: Pona, Edoardo, et al.
Published: (2025)
by: Pona, Edoardo, et al.
Published: (2025)
Robust Reward Design for Markov Decision Processes
by: Wu, Shuo, et al.
Published: (2024)
by: Wu, Shuo, et al.
Published: (2024)
Dual Formulation for Non-Rectangular Lp Robust Markov Decision Processes
by: Kumar, Navdeep, et al.
Published: (2025)
by: Kumar, Navdeep, et al.
Published: (2025)
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
by: Bennett, Andrew, et al.
Published: (2024)
by: Bennett, Andrew, et al.
Published: (2024)
Sharpe Ratio Optimization in Markov Decision Processes
by: Ma, Shuai, et al.
Published: (2025)
by: Ma, Shuai, et al.
Published: (2025)
Policy Regularized Distributionally Robust Markov Decision Processes with Linear Function Approximation
by: Gu, Jingwen, et al.
Published: (2025)
by: Gu, Jingwen, et al.
Published: (2025)
Optimal Decision Tree Policies for Markov Decision Processes
by: Vos, Daniël, et al.
Published: (2023)
by: Vos, Daniël, et al.
Published: (2023)
Intermittently Observable Markov Decision Processes
by: Chen, Gongpu, et al.
Published: (2023)
by: Chen, Gongpu, et al.
Published: (2023)
Distilling Calibration via Conformalized Credal Inference
by: Huang, Jiayi, et al.
Published: (2025)
by: Huang, Jiayi, et al.
Published: (2025)
Robust Lagrangian and Adversarial Policy Gradient for Robust Constrained Markov Decision Processes
by: Bossens, David M.
Published: (2023)
by: Bossens, David M.
Published: (2023)
Value Iteration with Guessing for Markov Chains and Markov Decision Processes
by: Chatterjee, Krishnendu, et al.
Published: (2025)
by: Chatterjee, Krishnendu, et al.
Published: (2025)
Generalization in Monitored Markov Decision Processes (Mon-MDPs)
by: Mohammedalamen, Montaser, et al.
Published: (2025)
by: Mohammedalamen, Montaser, et al.
Published: (2025)
Markov Decision Processes under External Temporal Processes
by: Ayyagari, Ranga Shaarad, et al.
Published: (2023)
by: Ayyagari, Ranga Shaarad, et al.
Published: (2023)
Robust Markov Decision Processes: A Place Where AI and Formal Methods Meet
by: Suilen, Marnix, et al.
Published: (2024)
by: Suilen, Marnix, et al.
Published: (2024)
Recursively-Constrained Partially Observable Markov Decision Processes
by: Ho, Qi Heng, et al.
Published: (2023)
by: Ho, Qi Heng, et al.
Published: (2023)
Attribution-based Explanations for Markov Decision Processes
by: Kobialka, Paul, et al.
Published: (2026)
by: Kobialka, Paul, et al.
Published: (2026)
Beyond Average Return in Markov Decision Processes
by: Marthe, Alexandre, et al.
Published: (2023)
by: Marthe, Alexandre, et al.
Published: (2023)
Robust $Q$-learning Algorithm for Markov Decision Processes under Wasserstein Uncertainty
by: Neufeld, Ariel, et al.
Published: (2022)
by: Neufeld, Ariel, et al.
Published: (2022)
Structuring Value Representations via Geometric Coherence in Markov Decision Processes
by: Zhang, Zuyuan, et al.
Published: (2026)
by: Zhang, Zuyuan, et al.
Published: (2026)
Interval Markov Decision Processes with Continuous Action-Spaces
by: Delimpaltadakis, Giannis, et al.
Published: (2022)
by: Delimpaltadakis, Giannis, et al.
Published: (2022)
Counterfactual Scenarios for Automated Planning
by: Gigante, Nicola, et al.
Published: (2025)
by: Gigante, Nicola, et al.
Published: (2025)
OCMDP: Observation-Constrained Markov Decision Process
by: Wang, Taiyi, et al.
Published: (2024)
by: Wang, Taiyi, et al.
Published: (2024)
Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes
by: Tuyen, Le Pham, et al.
Published: (2018)
by: Tuyen, Le Pham, et al.
Published: (2018)
SPOT: Scalable Policy Optimization with Trees for Markov Decision Processes
by: Xiong, Xuyuan, et al.
Published: (2025)
by: Xiong, Xuyuan, et al.
Published: (2025)
Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes
by: Luo, Baiting, et al.
Published: (2024)
by: Luo, Baiting, et al.
Published: (2024)
Hierarchical Average-Reward Linearly-solvable Markov Decision Processes
by: Infante, Guillermo, et al.
Published: (2024)
by: Infante, Guillermo, et al.
Published: (2024)
Learning Algorithms for Verification of Markov Decision Processes
by: Brázdil, Tomáš, et al.
Published: (2024)
by: Brázdil, Tomáš, et al.
Published: (2024)
Conformal Off-Policy Evaluation in Markov Decision Processes
by: Foffano, Daniele, et al.
Published: (2023)
by: Foffano, Daniele, et al.
Published: (2023)
Contingency Planning Using Bi-level Markov Decision Processes for Space Missions
by: Banerjee, Somrita, et al.
Published: (2024)
by: Banerjee, Somrita, et al.
Published: (2024)
Edge AI-Powered Real-Time Decision-Making for Autonomous Vehicles in Adverse Weather Conditions
by: Rahmati, Milad
Published: (2025)
by: Rahmati, Milad
Published: (2025)
Similar Items
-
Counterfactual Influence in Markov Decision Processes
by: Kazemi, Milad, et al.
Published: (2024) -
Causal Temporal Reasoning for Markov Decision Processes
by: Kazemi, Milad, et al.
Published: (2022) -
Counterfactual Strategies for Markov Decision Processes
by: Kobialka, Paul, et al.
Published: (2025) -
CONFEX: Uncertainty-Aware Counterfactual Explanations with Conformal Guarantees
by: Bilkhoo, Aman, et al.
Published: (2025) -
Policy Gradient for Robust Markov Decision Processes
by: Wang, Qiuhao, et al.
Published: (2024)