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Sequential Decision Making

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TitleStatusHype
TALES: Text Adventure Learning Environment Suite—0
Position Paper: Rethinking Privacy in RL for Sequential Decision-making in the Age of LLMs—0
Truncated Matrix Completion - An Empirical Study—0
Offline Dynamic Inventory and Pricing Strategy: Addressing Censored and Dependent DemandCode0
Towards More Efficient, Robust, Instance-adaptive, and Generalizable Sequential Decision making—0
A Framework of decision-relevant observability: Reinforcement Learning converges under relative ignorability—0
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models—0
Deep Reinforcement Learning Algorithms for Option HedgingCode0
A Classification View on Meta Learning Bandits—0
From Automation to Autonomy in Smart Manufacturing: A Bayesian Optimization Framework for Modeling Multi-Objective Experimentation and Sequential Decision Making—0
MORAL: A Multimodal Reinforcement Learning Framework for Decision Making in Autonomous Laboratories—0
Counterfactual Inference under Thompson Sampling—0
Towards Enabling Learning for Time-Varying finite horizon Sequential Decision-Making Problems*—0
Off-Policy Evaluation for Sequential Persuasion Process with Unobserved Confounding—0
Remember, but also, Forget: Bridging Myopic and Perfect Recall Fairness with Past-Discounting—0
Exploring Explainable Multi-player MCTS-minimax Hybrids in Board Game Using Process Mining—0
Reinforcement Learning-based Token Pruning in Vision Transformers: A Markov Game ApproachCode0
Towards Trustworthy GUI Agents: A SurveyCode0
Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian FrameworkCode0
Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot NavigationCode0
Offline Action-Free Learning of Ex-BMDPs by Comparing Diverse Datasets—0
Observation Adaptation via Annealed Importance Resampling for Partially Observable Markov Decision Processes—0
Depth Matters: Multimodal RGB-D Perception for Robust Autonomous AgentsCode0
VIPER: Visual Perception and Explainable Reasoning for Sequential Decision-Making—0
Quantization-Free Autoregressive Action TransformerCode0
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