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Sequential Decision Making

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TitleStatusHype
Efficient Sequential Decision Making with Large Language Models—0
Efficient Strategy Synthesis for MDPs via Hierarchical Block Decomposition—0
Blessing from Human-AI Interaction: Super Reinforcement Learning in Confounded Environments—0
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning—0
Embodied Scene Understanding for Vision Language Models via MetaVQA—0
Emergent Risk Awareness in Rational Agents under Resource Constraints—0
Causal Explanations for Sequential Decision Making Under Uncertainty—0
Deep Action Sequence Learning for Causal Shape Transformation—0
Boltzmann Exploration Done Right—0
Enhancing Q-Learning with Large Language Model Heuristics—0
Boosting Reinforcement Learning and Planning with Demonstrations: A Survey—0
Entropy Regularization for Population Estimation—0
Bootstrapping Adaptive Human-Machine Interfaces with Offline Reinforcement Learning—0
An Introduction to Quantum Reinforcement Learning (QRL)—0
Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches—0
A Customizable Generator for Comic-Style Visual Narrative—0
Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing—0
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback—0
Evaluating Explanation Methods for Vision-and-Language Navigation—0
Experimental analysis of data-driven control for a building heating system—0
Experimentation Platforms Meet Reinforcement Learning: Bayesian Sequential Decision-Making for Continuous Monitoring—0
Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language—0
Explainable Reinforcement Learning Agents Using World Models—0
Fairness in Learning-Based Sequential Decision Algorithms: A Survey—0
Fairness in Multi-Agent Sequential Decision-Making—0
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