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Decision Making

Papers

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Showing 10001–10050 of 12311 papers

TitleStatusHype
Learning Dynamic Belief Graphs to Generalize on Text-Based GamesCode1
A Model-Based, Decision-Theoretic Perspective on Automated Cyber Response—0
PA-Cache: Evolving Learning-Based Popularity-Aware Content Caching in Edge Networks—0
Interpretability of machine learning based prediction models in healthcare—0
Regret Minimization in Stochastic Contextual Dueling Bandits—0
Weakly-supervised Multi-output Regression via Correlated Gaussian Processes—0
A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions—0
Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents—0
Short-Term Traffic Flow Prediction Using Variational LSTM Networks—0
Spatial Concept-Based Navigation with Human Speech Instructions via Probabilistic Inference on Bayesian Generative ModelCode0
How to Solve Fair k-Center in Massive Data Models—0
Empirical Study on Airline Delay Analysis and Prediction—0
Decision-Making with Auto-Encoding Variational BayesCode1
PDDLGym: Gym Environments from PDDL ProblemsCode1
Legion: Best-First Concolic Testing—0
Algorithmic Recourse: from Counterfactual Explanations to InterventionsCode1
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing FlowsCode2
Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning—0
Listwise Learning to Rank with Deep Q-Networks—0
A comprehensive review on convolutional neural network in machine fault diagnosis—0
Online Algorithms for Multi-shop Ski Rental with Machine Learned AdviceCode0
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted PrescriptionCode1
Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic—0
Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints—0
Tight Lower Bounds for Combinatorial Multi-Armed Bandits—0
Taurus: A Data Plane Architecture for Per-Packet ML—0
Resolving Spurious Correlations in Causal Models of Environments via Interventions—0
Archimedean Choice Functions: an Axiomatic Foundation for Imprecise Decision Making—0
Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head—0
Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing—0
Estimating Uncertainty Intervals from Collaborating NetworksCode0
AI Driven Heterogeneous MEC System with UAV Assistance for Dynamic Environment -- Challenges and Solutions—0
Bayesian Nonparametric Cost-Effectiveness Analyses: Causal Estimation and Adaptive Subgroup Discovery—0
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading StrategiesCode2
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning—0
Making Logic Learnable With Neural NetworksCode0
Bayesian Residual Policy Optimization: Scalable Bayesian Reinforcement Learning with Clairvoyant Experts—0
Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning—0
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks—0
Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging—0
Towards Semantic Noise Cleansing of Categorical Data based on Semantic Infusion—0
Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems—0
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability—0
Partially Observable Games for Secure Autonomy—0
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision MakingCode1
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach—0
CHAIN: Concept-harmonized Hierarchical Inference Interpretation of Deep Convolutional Neural Networks—0
Benchmarking Flexible Electric Loads Scheduling Algorithms under Market Price UncertaintyCode0
A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning ApproachCode0
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified