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Sequential Decision Making

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TitleStatusHype
A Scale-Independent Multi-Objective Reinforcement Learning with Convergence Analysis—0
Linear Partial Monitoring for Sequential Decision-Making: Algorithms, Regret Bounds and Applications—0
A Strong Baseline for Batch Imitation Learning—0
A Reduction-based Framework for Sequential Decision Making with Delayed Feedback—0
Learning Universal Policies via Text-Guided Video Generation—0
Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule PropagationCode0
Safe Posterior Sampling for Constrained MDPs with Bounded Constraint Violation—0
On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures—0
SMART: Self-supervised Multi-task pretrAining with contRol Transformers—0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation—0
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision MakingCode0
GBOSE: Generalized Bandit Orthogonalized Semiparametric Estimation—0
Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement LearningCode0
Differential Privacy in Cooperative Multiagent PlanningCode0
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits—0
Neuro-Symbolic World Models for Adapting to Open World Novelty—0
Neuro-symbolic Meta Reinforcement Learning for Trading—0
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities—0
Asynchronous training of quantum reinforcement learning—0
Sequential Fair Resource Allocation under a Markov Decision Process Framework—0
RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm—0
Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization—0
Local Differential Privacy for Sequential Decision Making in a Changing Environment—0
Online Statistical Inference for Contextual Bandits via Stochastic Gradient Descent—0
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