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Sequential Decision Making

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Showing 301–325 of 1210 papers

TitleStatusHype
Fast Value Tracking for Deep Reinforcement Learning—0
Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion—0
State-Separated SARSA: A Practical Sequential Decision-Making Algorithm with Recovering Rewards—0
Supervised Fine-Tuning as Inverse Reinforcement Learning—0
Distributed Multi-Objective Dynamic Offloading Scheduling for Air-Ground Cooperative MEC—0
Regret Minimization via Saddle Point Optimization—0
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents—0
Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and TransformerCode1
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation—0
LinearAPT: An Adaptive Algorithm for the Fixed-Budget Thresholding Linear Bandit Problem—0
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned DecisionCode1
Inverse Design of Photonic Crystal Surface Emitting Lasers is a Sequence Modeling Problem—0
Cooperative Bayesian Optimization for Imperfect Agents—0
A Survey on Applications of Reinforcement Learning in Spatial Resource Allocation—0
Language Guided Exploration for RL Agents in Text Environments—0
On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games—0
Adaptive Learning Rate for Follow-the-Regularized-Leader: Competitive Analysis and Best-of-Both-Worlds—0
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections—0
How Can LLM Guide RL? A Value-Based ApproachCode1
Reward Design for Justifiable Sequential Decision-MakingCode0
Information-Theoretic Safe Bayesian Optimization—0
On the Performance of Empirical Risk Minimization with Smoothed Data—0
BeTAIL: Behavior Transformer Adversarial Imitation Learning from Human Racing Gameplay—0
Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future DirectionsCode2
Toward TransfORmers: Revolutionizing the Solution of Mixed Integer Programs with Transformers—0
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