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Sequential Decision Making

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TitleStatusHype
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily AssistantCode0
Meta-Prompt Optimization for LLM-Based Sequential Decision Making—0
Offline Learning for Combinatorial Multi-armed Bandits—0
Deceptive Sequential Decision-Making via Regularized Policy Optimization—0
Contextual Online Decision Making with Infinite-Dimensional Functional Regression—0
HD-CB: The First Exploration of Hyperdimensional Computing for Contextual Bandits Problems—0
Sample-Efficient Behavior Cloning Using General Domain Knowledge—0
An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online AdvertisingCode0
Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization—0
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient SimulatorsCode0
On Learning Informative Trajectory Embeddings for Imitation, Classification and RegressionCode0
Embodied Scene Understanding for Vision Language Models via MetaVQA—0
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing—0
All AI Models are Wrong, but Some are Optimal—0
Generative Flow Networks: Theory and Applications to Structure Learning—0
Explainable Reinforcement Learning via Temporal Policy Decomposition—0
Beyond O(T) Regret: Decoupling Learning and Decision-making in Online Linear Programming—0
SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning—0
Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts—0
Optimizing Fantasy Sports Team Selection with Deep Reinforcement Learning—0
Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation StrategiesCode0
HyperQ-Opt: Q-learning for Hyperparameter Optimization—0
Fairness in Reinforcement Learning with Bisimulation Metrics—0
GAS: Generative Auto-bidding with Post-training Search—0
Subgoal Discovery Using a Free Energy Paradigm and State Aggregations—0
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