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Decision Making

Papers

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Showing 8001–8050 of 12311 papers

TitleStatusHype
Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition—0
Reinforcement Learning Policies in Continuous-Time Linear Systems—0
An Ontology-Based Information Extraction System for Residential Land Use Suitability Analysis—0
Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observabilityCode0
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images—0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving—0
CAMul: Calibrated and Accurate Multi-view Time-Series ForecastingCode1
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects—0
Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs—0
WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio ManagementCode0
Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control—0
Learning and Decision-Making with Data: Optimal Formulations and Phase Transitions—0
Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents—0
COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification—0
Deceptive Decision-Making Under Uncertainty—0
What are the attackers doing now? Automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey—0
Policy Optimization Using Semi-parametric Models for Dynamic Pricing—0
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach—0
Learning-to-defer for sequential medical decision-making under uncertainty—0
PyProD: A Machine Learning-Friendly Platform for Protection Analytics in Distribution Systems—0
Application of Machine Learning in Early Recommendation of Cardiac Resynchronization Therapy—0
Augmenting Decision Making via Interactive What-If Analysis—0
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making—0
WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need—0
A Priority-Aware Replanning and Resequencing Framework for Coordination of Connected and Automated Vehicles—0
Learning Selective Communication for Multi-Agent Path FindingCode1
Data Analytics for Smart cities: Challenges and Promises—0
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model ValidationCode1
Federated Ensemble Model-based Reinforcement Learning in Edge Computing—0
HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization—0
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
Application of DEA in International Market Selection for the export of products from Spain—0
Risk-Adjusted Valuation for Real Option Decisions—0
Toward a Perspectivist Turn in Ground Truthing for Predictive Computing—0
Risk-Averse Decision Making Under Uncertainty—0
Fair Conformal Predictors for Applications in Medical ImagingCode0
A Systematic Approach to Group Fairness in Automated Decision Making—0
Estimating Expected Calibration ErrorsCode0
An Optimal Resource Allocator of Elastic Training for Deep Learning Jobs on Cloud—0
Attributing Fair Decisions with Attention InterventionsCode0
A Deep Reinforcement Learning Approach for Online Parcel Assignment—0
Conservative Policy Construction Using Variational Autoencoders for Logged Data with Missing Values—0
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms—0
Predicting students' performance in online courses using multiple data sourcesCode0
CovarianceNet: Conditional Generative Model for Correct Covariance Prediction in Human Motion Prediction—0
Have a break from making decisions, have a MARS: The Multi-valued Action Reasoning System—0
Robust Predictable Control—0
Efficient Learning of Optimal Individualized Treatment Rules for Heteroscedastic or Misspecified Treatment-Free Effect ModelsCode0
Method for making multi-attribute decisions in wargames by combining intuitionistic fuzzy numbers with reinforcement learning—0
Reaping the Rewards Later: How Education Improves Old-Age Cognition in South Africa—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified