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Sequential Decision Making

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Not all users are the same: Providing personalized explanations for sequential decision making problems—0
Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification—0
NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty—0
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models—0
Observation Adaptation via Annealed Importance Resampling for Partially Observable Markov Decision Processes—0
Offline Action-Free Learning of Ex-BMDPs by Comparing Diverse Datasets—0
Offline Hierarchical Reinforcement Learning via Inverse Optimization—0
Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion—0
Offline Learning for Combinatorial Multi-armed Bandits—0
Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient—0
Offline Risk-sensitive RL with Partial Observability to Enhance Performance in Human-Robot Teaming—0
Off-Policy Evaluation for Sequential Persuasion Process with Unobserved Confounding—0
OMGPT: A Sequence Modeling Framework for Data-driven Operational Decision Making—0
On adaptivity and minimax optimality of two-sided nearest neighbors—0
On Bellman's Optimality Principle for zs-POSGs—0
On Blame Attribution for Accountable Multi-Agent Sequential Decision Making—0
On Computation and Generalization of Generative Adversarial Imitation Learning—0
On Efficiency in Hierarchical Reinforcement Learning—0
On Efficient Online Imitation Learning via Classification—0
One-shot learning and behavioral eligibility traces in sequential decision making—0
On Improving Deep Reinforcement Learning for POMDPs—0
Online Batch Decision-Making with High-Dimensional Covariates—0
Online Clustering of Dueling Bandits—0
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games—0
Online Convex Optimization with Continuous Switching Constraint—0
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