SOTAVerified

Decision Making

Papers

Showing 35513600 of 12311 papers

TitleStatusHype
Efficient Sequential Decision Making with Large Language Models0
Development of an Adaptive Multi-Domain Artificial Intelligence System Built using Machine Learning and Expert Systems Technologies0
CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine LearningCode0
Calibrating Where It Matters: Constrained Temperature Scaling0
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models0
Optimal Transport-Assisted Risk-Sensitive Q-Learning0
Grade Score: Quantifying LLM Performance in Option SelectionCode0
Balancing Rigor and Utility: Mitigating Cognitive Biases in Large Language Models for Multiple-Choice QuestionsCode0
Bayesian Intervention Optimization for Causal Discovery0
Effective Generative AI: The Human-Algorithm Centaur0
Multi-UAV Multi-RIS QoS-Aware Aerial Communication Systems using DRL and PSO0
Big data in economics0
Large Reasoning Models for 3D Floorplanning in EDA: Learning from Imperfections0
Order-theoretic models for decision-making: Learning, optimization, complexity and computation0
Semantic Communication for Edge Intelligence Enabled Autonomous Driving System0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL0
Graph Neural Thompson Sampling0
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments0
Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning0
CliBench: A Multifaceted and Multigranular Evaluation of Large Language Models for Clinical Decision Making0
Challenging the Machine: Contestability in Government AI Systems0
Beyond the Calibration Point: Mechanism Comparison in Differential Privacy0
Beyond Recommendations: From Backward to Forward AI Support of Pilots' Decision-Making Process0
Towards Domain Adaptive Neural Contextual Bandits0
What is Fair? Defining Fairness in Machine Learning for HealthCode0
Mathematical models for off-ball scoring prediction in basketballCode0
Current applications and potential future directions of reinforcement learning-based Digital Twins in agriculture0
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and TransparencyCode0
FADE: Towards Fairness-aware Augmentation for Domain Generalization via Classifier-Guided Score-based Diffusion Models0
Opening the Black Box: predicting the trainability of deep neural networks with reconstruction entropyCode0
Causal Post-Processing of Predictive Models0
Active Inference Meeting Energy-Efficient Control of Parallel and Identical MachinesCode0
Deep reinforcement learning with positional context for intraday trading0
Asymptotically Optimal Regret for Black-Box Predict-then-Optimize0
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI SystemsCode0
Security Decisions for Cyber-Physical Systems based on Solving Critical Node Problems with Vulnerable Nodes0
Are Objective Explanatory Evaluation metrics Trustworthy? An Adversarial Analysis0
Learning positional encodings in transformers depends on initialization0
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning0
Bridging the Gap: Unravelling Local Government Data Sharing Barriers in Estonia and Beyond0
Trustworthy and Practical AI for Healthcare: A Guided Deferral System with Large Language Models0
World Models with Hints of Large Language Models for Goal Achieving0
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy0
Optimal policy design for decision problems under social influence0
"It answers questions that I didn't know I had": Ph.D. Students' Evaluation of an Information Sharing Knowledge Graph0
Modeling Sustainable Resource Management using Active Inference0
Large Language Model-empowered multimodal strain sensory system for shape recognition, monitoring, and human interaction of tensegrity0
Test-Time Fairness and Robustness in Large Language Models0
Capacity Credit Evaluation of Generalized Energy Storage Considering Strategic Capacity Withholding and Decision-Dependent Uncertainty0
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4Unverified