SOTAVerified

Decision Making

Papers

Showing 39514000 of 12311 papers

TitleStatusHype
LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model0
The Gatekeeper Effect: The Implications of Pre-Screening, Self-selection, and Bias for Hiring Processes0
Resilient Constrained Reinforcement Learning0
Risk-anticipatory autonomous driving strategies considering vehicles' weights, based on hierarchical deep reinforcement learning0
Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement LearningCode1
Foundations of Reinforcement Learning and Interactive Decision Making0
Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes0
Harnessing the Power of Federated Learning in Federated Contextual BanditsCode0
Dynamic AGV Task Allocation in Intelligent Warehouses0
LLMLight: Large Language Models as Traffic Signal Control AgentsCode2
PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement LearningCode1
Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay MechanismCode0
Analysing Rescaling, Discretization, and Linearization in RNNs for Neural System Modelling0
LLM-SAP: Large Language Models Situational Awareness Based PlanningCode1
Navigating Decision Landscapes: The Impact of Principals on Decision-Making Dynamics0
Unlocking the Potential of Large Language Models for Explainable RecommendationsCode0
Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation0
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
GenCast: Diffusion-based ensemble forecasting for medium-range weatherCode5
Nowcasting Madagascar's real GDP using machine learning algorithms0
Multimodal Gen-AI for Fundamental Investment ResearchCode1
LARP: Language-Agent Role Play for Open-World Games0
Enhancing Profitability and Investor Confidence through Interpretable AI Models for Investment Decisions0
GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions0
Causal Forecasting for Pricing0
A debiasing technique for place-based algorithmic patrol management0
Trustworthy human-centric based Automated Decision-Making Systems0
Scalable Agent-Based Modeling for Complex Financial Market SimulationsCode1
SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning0
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared KnowledgeCode1
DSAP: Analyzing Bias Through Demographic Comparison of DatasetsCode0
Numerical Reasoning for Financial ReportsCode0
Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): thorough characterization and testing0
QUAR-VLA: Vision-Language-Action Model for Quadruped Robots0
The Fairness Fair: Bringing Human Perception into Collective Decision-Making0
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles0
Risk-Sensitive Stochastic Optimal Control as Rao-Blackwellized Markovian Score ClimbingCode0
Optimizing Heat Alert Issuance with Reinforcement LearningCode0
Solving Long-run Average Reward Robust MDPs via Stochastic GamesCode0
Adaptive Decision-Objective Loss for Forecast-then-Optimize in Power Systems0
Decision-Making Frameworks for Network Resilience -- Managing and Mitigating Systemic (Cyber) Risk0
Capture the Flag: Uncovering Data Insights with Large Language Models0
Fairness in Submodular Maximization over a Matroid Constraint0
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQACode1
LingoQA: Visual Question Answering for Autonomous DrivingCode2
Adaptive Training Meets Progressive Scaling: Elevating Efficiency in Diffusion Models0
Parameterized Projected Bellman OperatorCode0
DynaLay: An Introspective Approach to Dynamic Layer Selection for Deep Networks0
Doubly Perturbed Task Free Continual Learning0
Leveraging Sample Entropy for Enhanced Volatility Measurement and Prediction in International Oil Price Returns0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4Unverified