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Sequential Decision Making

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TitleStatusHype
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision MakingCode0
SAC-GLAM: Improving Online RL for LLM agents with Soft Actor-Critic and Hindsight Relabeling—0
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
Efficient Reinforcement Learning with Large Language Model Priors—0
Offline Hierarchical Reinforcement Learning via Inverse Optimization—0
On the Modeling Capabilities of Large Language Models for Sequential Decision Making—0
DataEnvGym: Data Generation Agents in Teacher Environments with Student FeedbackCode1
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
AVID: Adapting Video Diffusion Models to World Models—0
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel—0
Collaborative Comic Generation: Integrating Visual Narrative Theories with AI Models for Enhanced CreativityCode0
Learning Utilities from Demonstrations in Markov Decision Processes—0
Reference Points, Risk-Taking Behavior, and Competitive Outcomes in Sequential Settings—0
Learning Discrete World Models for Heuristic SearchCode1
Visual Language Tracking with Multi-modal Interaction: A Robust Benchmark—0
Hierarchical Reinforcement Learning for Temporal Abstraction of Listwise Recommendation—0
HierLLM: Hierarchical Large Language Model for Question Recommendation—0
Bridging Rested and Restless Bandits with Graph-Triggering: Rising and Rotting—0
Forward KL Regularized Preference Optimization for Aligning Diffusion Policies—0
An Introduction to Quantum Reinforcement Learning (QRL)—0
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