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Sequential Decision Making

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Showing 326–350 of 1210 papers

TitleStatusHype
Catastrophic-risk-aware reinforcement learning with extreme-value-theory-based policy gradientsCode0
ARDuP: Active Region Video Diffusion for Universal Policies—0
Learned Graph Rewriting with Equality Saturation: A New Paradigm in Relational Query Rewrite and Beyond—0
Model Adaptation for Time Constrained Embodied Control—0
Constrained Reinforcement Learning with Average Reward Objective: Model-Based and Model-Free Algorithms—0
Efficient Sequential Decision Making with Large Language Models—0
Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits—0
Sound Heuristic Search Value Iteration for Undiscounted POMDPs with Reachability ObjectivesCode0
"Give Me an Example Like This": Episodic Active Reinforcement Learning from DemonstrationsCode0
Rectifying Reinforcement Learning for Reward Matching—0
Combining Experimental and Historical Data for Policy EvaluationCode0
Reward Machines for Deep RL in Noisy and Uncertain EnvironmentsCode0
Low-rank finetuning for LLMs: A fairness perspective—0
Leveraging Offline Data in Linear Latent Bandits—0
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators—0
Variational Offline Multi-agent Skill Discovery—0
Inference of Utilities and Time Preference in Sequential Decision-Making—0
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning—0
A finite time analysis of distributed Q-learning—0
Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality—0
Understanding the Training and Generalization of Pretrained Transformer for Sequential Decision Making—0
Reinforcing Language Agents via Policy Optimization with Action Decomposition—0
On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models—0
FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear BanditsCode0
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product SearchCode0
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