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Sequential Decision Making

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TitleStatusHype
Learning Curricula in Open-Ended Worlds—0
AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities—0
TORE: Token Recycling in Vision Transformers for Efficient Active Visual ExplorationCode0
History Filtering in Imperfect Information Games: Algorithms and Complexity—0
Learning Dynamic Selection and Pricing of Out-of-Home DeliveriesCode0
Large Language Model as a Policy Teacher for Training Reinforcement Learning AgentsCode1
Code Models are Zero-shot Precondition Reasoners—0
An Expandable Machine Learning-Optimization Framework to Sequential Decision-Making—0
An advantage based policy transfer algorithm for reinforcement learning with measures of transferability—0
Likelihood Ratio Confidence Sets for Sequential Decision Making—0
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search—0
Safe Sequential Optimization for Switching Environments—0
Using General Value Functions to Learn Domain-Backed Inventory Management Policies—0
Efficient Symbolic Policy Learning with Differentiable Symbolic ExpressionCode0
Rethinking Decision Transformer via Hierarchical Reinforcement Learning—0
Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving—0
Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised LearningCode1
Regret-Minimization Algorithms for Multi-Agent Cooperative Learning Systems—0
High-Dimensional Prediction for Sequential Decision Making—0
Robust Visual Imitation Learning with Inverse Dynamics Representations—0
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models—0
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes—0
Eureka: Human-Level Reward Design via Coding Large Language ModelsCode4
Auction-Based Scheduling—0
Partially Observable Stochastic Games with Neural Perception Mechanisms—0
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