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Sequential Decision Making

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TitleStatusHype
Adaptive Sampling for Discovery—0
Adaptive Learning Rate for Follow-the-Regularized-Leader: Competitive Analysis and Best-of-Both-Worlds—0
Adaptive Robust Online Portfolio Selection—0
Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL—0
Adaptivity in Adaptive Submodularity—0
A Deep Reinforcement Learning Approach to Rare Event Estimation—0
A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding—0
Adversarial Attacks on Online Learning to Rank with Click Feedback—0
Adversarial Deep Learning for Online Resource Allocation—0
Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop—0
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option—0
A finite time analysis of distributed Q-learning—0
A Unifying Framework for Reinforcement Learning and Planning—0
A General Framework for Sequential Decision-Making under Adaptivity Constraints—0
A Generative Machine Learning Approach to Policy Optimization in Pursuit-Evasion Games—0
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments—0
AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities—0
AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement Learning—0
AirLLM: Diffusion Policy-based Adaptive LoRA for Remote Fine-Tuning of LLM over the Air—0
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning—0
Algorithms for CVaR Optimization in MDPs—0
Align Your Intents: Offline Imitation Learning via Optimal Transport—0
All AI Models are Wrong, but Some are Optimal—0
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning—0
A method for the online construction of the set of states of a Markov Decision Process using Answer Set Programming—0
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