sequential decision making

213 papers

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Also known as

SDM

Co-occurring keywords

reinforcement learning (4122) multi-armed bandit (1091) sequential decision (123) markov decision process (788) regret bound (1918) online learning (1770) sequential decision-making (94) policy optimization (630) active learning (1295) policy learning (699)

Papers

MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning AAAI 2026

SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026

SkillGen: Learning Domain Skills for In-Context Sequential Decision Making AAAI 2026

Causal Explanations for Sequential Decision Making (Abstract Reprint) AAAI 2026

Online Robust Planning Under Model Uncertainty: A Sample-Based Approach AAAI 2026

Active Reinforcement Learning Strategies for Offline Policy Improvement AAAI 2025

RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025

Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach CVPR 2025

Situational-Constrained Sequential Resources Allocation via Reinforcement Learning IJCAI 2025

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial AAAI 2025

Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives AAAI 2025

SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025

Teaching Text Agents to Learn Sequential Decision Making from Failure ACL 2025

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning AAAI 2025

Avoiding Undesired Future with Sequential Decisions IJCAI 2025

Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs NIPS 2024

Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity NIPS 2024

Global Rewards in Restless Multi-Armed Bandits NIPS 2024

Efficient Sequential Decision Making with Large Language Models EMNLP 2024

Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel NIPS 2024

Robust Active Measuring under Model Uncertainty AAAI 2024

Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception CVPR 2024

Proportional Aggregation of Preferences for Sequential Decision Making AAAI 2024

Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024

Fair Participation via Sequential Policies AAAI 2024