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Decision Making

Papers

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Showing 11801–11850 of 12311 papers

TitleStatusHype
PixelHop: A Successive Subspace Learning (SSL) Method for Object ClassificationCode0
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning ArchitectureCode0
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented SystemsCode0
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused EvaluationCode0
Optimistic variants of single-objective bilevel optimization for evolutionary algorithmsCode0
An Adaptive View of Adversarial Robustness from Test-time Smoothing DefenseCode0
Beyond Known Reality: Exploiting Counterfactual Explanations for Medical ResearchCode0
CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial ReportsCode0
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic BiasCode0
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell ImagesCode0
Beyond Fidelity: Explaining Vulnerability Localization of Learning-based DetectorsCode0
Forecasting Crude Oil Prices Using Reservoir Computing ModelsCode0
MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations PredictionCode0
Forecasting Future International Events: A Reliable Dataset for Text-Based Event ModelingCode0
Crafting desirable climate trajectories with RL explored socio-environmental simulationsCode0
Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement LearningCode0
Scalable Exploration via Ensemble++Code0
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic SpacesCode0
Beyond Classification: Financial Reasoning in State-of-the-Art Language ModelsCode0
A framework for probabilistic weather forecast post-processing across models and lead times using machine learningCode0
A Corpus of German Citizen Contributions in Mobility Planning: Supporting Evaluation Through Multidimensional ClassificationCode0
A copula-based visualization technique for a neural networkCode0
LLM Sensitivity Evaluation Framework for Clinical DiagnosisCode0
CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference StatementsCode0
Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and ApplicationCode0
Reducing Action Space for Deep Reinforcement Learning via Causal Effect EstimationCode0
A simple method for decision making in robocup soccer simulation 3d environmentCode0
Formation Control for Connected and Automated Vehicles on Multi-lane Roads: Relative Motion Planning and Conflict ResolutionCode0
Predictive Performance Comparison of Decision Policies Under ConfoundingCode0
A Framework for Evaluating PM2.5 Forecasts from the Perspective of Individual Decision MakingCode0
Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement LearningCode0
Optimized Data Pre-Processing for Discrimination PreventionCode0
On Bits and Bandits: Quantifying the Regret-Information Trade-offCode0
Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision ProcessesCode0
Missing Data Imputation Based on Dynamically Adaptable Structural Equation Modeling with Self-AttentionCode0
Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed CounterfactualsCode0
A Shapley Value Estimation Speedup for Efficient Explainable Quantum AICode0
Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental HealthcareCode0
State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic GraspingCode0
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistencyCode0
Multi-intention Inverse Q-learning for Interpretable Behavior RepresentationCode0
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency MapsCode0
Balancing Forecast Accuracy and Switching Costs in Online Optimization of Energy Management SystemsCode0
Local Causal Discovery for Structural Evidence of Direct DiscriminationCode0
Planning with Goal-Conditioned PoliciesCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic ReviewCode0
Mpox-AISM: AI-Mediated Super Monitoring for Mpox and Like-MpoxCode0
Quantum enhancements for deep reinforcement learning in large spacesCode0
Localization and Perception for Control and Decision Making of a Low Speed Autonomous Shuttle in a Campus Pilot DeploymentCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified