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Sequential Decision Making

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Showing 251–275 of 1210 papers

TitleStatusHype
Fair Resource Allocation in Weakly Coupled Markov Decision Processes—0
SANDWICH: Towards an Offline, Differentiable, Fully-Trainable Wireless Neural Ray-Tracing SurrogateCode0
Collaborative and Federated Black-box Optimization: A Bayesian Optimization Perspective—0
Optimal Control of Mechanical Ventilators with Learned Respiratory DynamicsCode0
PageRank Bandits for Link PredictionCode0
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization—0
Quantum Reinforcement Learning-Based Two-Stage Unit Commitment Framework for Enhanced Power Systems Robustness—0
Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits—0
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting—0
Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks—0
Learning Versatile Skills with Curriculum MaskingCode0
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning—0
Hierarchical Upper Confidence Bounds for Constrained Online Learning—0
SAC-GLAM: Improving Online RL for LLM agents with Soft Actor-Critic and Hindsight Relabeling—0
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision MakingCode0
Communication-Control Codesign for Large-Scale Wireless Networked Control Systems—0
Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes—0
Offline Hierarchical Reinforcement Learning via Inverse Optimization—0
Efficient Reinforcement Learning with Large Language Model Priors—0
On the Modeling Capabilities of Large Language Models for Sequential Decision Making—0
DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback—0
Preference Optimization as Probabilistic Inference—0
Minimax-optimal trust-aware multi-armed bandits—0
Learning a Fast Mixing Exogenous Block MDP using a Single TrajectoryCode0
Adaptive teachers for amortized samplersCode0
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