conftrace_

sequential decision making

351 papers

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Also known as

SDM

Co-occurring keywords · papers mentioning both

reinforcement learning (72) regret bound (48) multi-armed bandit (45) sequential decision (37) markov decision process (34) online learning (31) partially observable markov decision process (17) policy learning (15) bayesian optimization (14) imitation learning (14)

Papers

Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits AISTATS 2025 DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback ICLR 2025 Decoupled Search for the Masses: A Novel Task Transformation for Classical Planning (Extended Abstract) IJCAI 2025 DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback ICLR 2025 Efficient Reinforcement Learning with Large Language Model Priors ICLR 2025 Explain It as Simple as Possible, but No Simpler – Explanation via Model Simplification for Addressing Inferential Gap (Abstract Reprint) IJCAI 2025 Forward KL Regularized Preference Optimization for Aligning Diffusion Policies AAAI 2025 Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey IJCAI 2025 Learning from negative feedback, or positive feedback or both ICLR 2025 Limit-sure Reachability for Small Memory Policies in POMDPs is NP-complete UAI 2025 Offline Hierarchical Reinforcement Learning via Inverse Optimization ICLR 2025 On Generalization Across Environments In Multi-Objective Reinforcement Learning ICLR 2025 On the Modeling Capabilities of Large Language Models for Sequential Decision Making ICLR 2025 Policy Design in Long-run Welfare Dynamics ICLR 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 Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives AAAI 2025 SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025 Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025 Situational-Constrained Sequential Resources Allocation via Reinforcement Learning IJCAI 2025 Stochastic Encodings for Active Feature Acquisition ICML 2025 Strategic Manipulation in Temporal Voting with Undesirable Candidates (Student Abstract) AAAI 2025 Teaching Text Agents to Learn Sequential Decision Making from Failure ACL 2025 The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning IJCAI 2025 The Value of Sensory Information to a Robot ICLR 2025