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Sequential Decision Making

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TitleStatusHype
Bayesian Inverse Transition Learning for Offline Settings—0
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning—0
Doubly Robust Policy Evaluation and Optimization—0
DriveGPT: Scaling Autoregressive Behavior Models for Driving—0
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents—0
Bayesian optimization explains human active search—0
Dynamic Bi-Objective Routing of Multiple Vehicles—0
Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time—0
Dynamic Decision Making for Graphical Models Applied to Oil Exploration—0
Algorithms for CVaR Optimization in MDPs—0
Adaptive Robust Online Portfolio Selection—0
Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning—0
Beta DVBF: Learning State-Space Models for Control from High Dimensional Observations—0
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization—0
BeTAIL: Behavior Transformer Adversarial Imitation Learning from Human Racing Gameplay—0
Effective Dimension in Bandit Problems under Censorship—0
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning—0
Causal Explanations for Sequential Decision Making Under Uncertainty—0
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability—0
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio—0
Beyond O(T) Regret: Decoupling Learning and Decision-making in Online Linear Programming—0
Deep Action Sequence Learning for Causal Shape Transformation—0
Efficient quantum recurrent reinforcement learning via quantum reservoir computing—0
Efficient Reinforcement Learning with Large Language Model Priors—0
A Customizable Generator for Comic-Style Visual Narrative—0
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