SOTAVerified

Decision Making

Papers

Showing 33513400 of 12311 papers

TitleStatusHype
Sparsity-based Safety Conservatism for Constrained Offline Reinforcement Learning0
MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models0
Continuous reasoning for adaptive container image distribution in the cloud-edge continuumCode0
Predicting Emotion Intensity in Polish Political Texts: Comparing Supervised Models and Large Language Models in a Resource-Poor LanguageCode0
Towards consistency of rule-based explainer and black box model -- fusion of rule induction and XAI-based feature importanceCode0
How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language ModelsCode0
Generally-Occurring Model Change for Robust Counterfactual Explanations0
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical DomainCode0
DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN0
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis0
Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent0
Exploration Unbound0
An Agglomerative Clustering of Simulation Output Distributions Using Regularized Wasserstein Distance0
Preemptive Detection and Correction of Misaligned Actions in LLM Agents0
Disentangling Representations through Multi-task Learning0
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning0
Leveraging Hybrid Intelligence Towards Sustainable and Energy-Efficient Machine Learning0
The Missing Link: Allocation Performance in Causal Machine Learning0
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception0
Communication- and Computation-Efficient Distributed Submodular Optimization in Robot Mesh NetworksCode0
XEQ Scale for Evaluating XAI Experience Quality0
Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives0
Novel Approach for Predicting the Air Quality Index of Megacities through Attention-Enhanced Deep Multitask Spatiotemporal Learning0
Understanding the Dependence of Perception Model Competency on Regions in an ImageCode0
Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine0
Towards detailed and interpretable hybrid modeling of continental-scale bird migration0
Preserving the Privacy of Reward Functions in MDPs through DeceptionCode0
CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis0
PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition0
KUNPENG: An Embodied Large Model for Intelligent MaritimeCode0
Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Decision-Making in Dynamic EnvironmentCode0
Decentralized multi-agent reinforcement learning algorithm using a cluster-synchronized laser network0
Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control0
Combining Federated Learning and Control: A Survey0
Predicting and Understanding Human Action Decisions: Insights from Large Language Models and Cognitive Instance-Based Learning0
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn0
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents0
A Review of Nine Physics Engines for Reinforcement Learning Research0
Generalizable Physics-Informed Learning for Stochastic Safety-Critical Systems0
CoGS: Causality Constrained Counterfactual Explanations using goal-directed ASP0
Latent Spaces Enable Transformer-Based Dose Prediction in Complex Radiotherapy PlansCode0
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing0
Why should we ever automate moral decision making?0
When to Accept Automated Predictions and When to Defer to Human Judgment?0
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning0
ImPORTance -- Machine Learning-Driven Analysis of Global Port Significance and Network Dynamics for Improved Operational Efficiency0
Interpretable Differential Diagnosis with Dual-Inference Large Language Models0
The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others0
Leveraging LLMs to explain DRL decisions for transparent 6G network slicing0
CM-DQN: A Value-Based Deep Reinforcement Learning Model to Simulate Confirmation BiasCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4Unverified