| Sparsity-based Safety Conservatism for Constrained Offline Reinforcement Learning | Jul 17, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models | Jul 17, 2024 | Decision MakingMulti-Label Classification | —Unverified | 0 |
| Continuous reasoning for adaptive container image distribution in the cloud-edge continuum | Jul 17, 2024 | Decision MakingEdge-computing | CodeCode Available | 0 |
| Predicting Emotion Intensity in Polish Political Texts: Comparing Supervised Models and Large Language Models in a Resource-Poor Language | Jul 16, 2024 | Decision Making | CodeCode Available | 0 |
| Towards consistency of rule-based explainer and black box model -- fusion of rule induction and XAI-based feature importance | Jul 16, 2024 | Decision MakingFeature Importance | CodeCode Available | 0 |
| How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models | Jul 16, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Generally-Occurring Model Change for Robust Counterfactual Explanations | Jul 16, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain | Jul 16, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN | Jul 16, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis | Jul 16, 2024 | Content-Based Image RetrievalContrastive Learning | —Unverified | 0 |
| Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent | Jul 16, 2024 | Decision MakingMinecraft | —Unverified | 0 |
| Exploration Unbound | Jul 16, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| An Agglomerative Clustering of Simulation Output Distributions Using Regularized Wasserstein Distance | Jul 16, 2024 | Anomaly DetectionClustering | —Unverified | 0 |
| Preemptive Detection and Correction of Misaligned Actions in LLM Agents | Jul 16, 2024 | Action DetectionDecision Making | —Unverified | 0 |
| Disentangling Representations through Multi-task Learning | Jul 15, 2024 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning | Jul 15, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Leveraging Hybrid Intelligence Towards Sustainable and Energy-Efficient Machine Learning | Jul 15, 2024 | Decision Making | —Unverified | 0 |
| The Missing Link: Allocation Performance in Causal Machine Learning | Jul 15, 2024 | Decision Making | —Unverified | 0 |
| Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception | Jul 15, 2024 | Decision Making | —Unverified | 0 |
| Communication- and Computation-Efficient Distributed Submodular Optimization in Robot Mesh Networks | Jul 15, 2024 | Decision MakingDistributed Optimization | CodeCode Available | 0 |
| XEQ Scale for Evaluating XAI Experience Quality | Jul 15, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives | Jul 15, 2024 | Data IntegrationDecision Making | —Unverified | 0 |
| Novel Approach for Predicting the Air Quality Index of Megacities through Attention-Enhanced Deep Multitask Spatiotemporal Learning | Jul 15, 2024 | Decision Making | —Unverified | 0 |
| Understanding the Dependence of Perception Model Competency on Regions in an Image | Jul 15, 2024 | Decision MakingImage Cropping | CodeCode Available | 0 |
| Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine | Jul 14, 2024 | Decision MakingDocument Classification | —Unverified | 0 |
| Towards detailed and interpretable hybrid modeling of continental-scale bird migration | Jul 14, 2024 | Decision Making | —Unverified | 0 |
| Preserving the Privacy of Reward Functions in MDPs through Deception | Jul 13, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis | Jul 13, 2024 | Decision Making | —Unverified | 0 |
| PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition | Jul 13, 2024 | Decision MakingEEG | —Unverified | 0 |
| KUNPENG: An Embodied Large Model for Intelligent Maritime | Jul 12, 2024 | Decision Makingmodel | CodeCode Available | 0 |
| Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Decision-Making in Dynamic Environment | Jul 12, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Decentralized multi-agent reinforcement learning algorithm using a cluster-synchronized laser network | Jul 12, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control | Jul 12, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Combining Federated Learning and Control: A Survey | Jul 12, 2024 | Decision MakingFederated Learning | —Unverified | 0 |
| Predicting and Understanding Human Action Decisions: Insights from Large Language Models and Cognitive Instance-Based Learning | Jul 12, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| DeepCodeProbe: Towards Understanding What Models Trained on Code Learn | Jul 11, 2024 | Clone DetectionCode Summarization | —Unverified | 0 |
| Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents | Jul 11, 2024 | Decision MakingKnowledge Graphs | —Unverified | 0 |
| A Review of Nine Physics Engines for Reinforcement Learning Research | Jul 11, 2024 | Decision MakingMuJoCo | —Unverified | 0 |
| Generalizable Physics-Informed Learning for Stochastic Safety-Critical Systems | Jul 11, 2024 | Decision Making | —Unverified | 0 |
| CoGS: Causality Constrained Counterfactual Explanations using goal-directed ASP | Jul 11, 2024 | Attributecounterfactual | —Unverified | 0 |
| Latent Spaces Enable Transformer-Based Dose Prediction in Complex Radiotherapy Plans | Jul 11, 2024 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 |
| Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing | Jul 11, 2024 | Crop Yield PredictionDecision Making | —Unverified | 0 |
| Why should we ever automate moral decision making? | Jul 10, 2024 | Decision MakingEthics | —Unverified | 0 |
| When to Accept Automated Predictions and When to Defer to Human Judgment? | Jul 10, 2024 | Decision Making | —Unverified | 0 |
| Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning | Jul 10, 2024 | Decision MakingOffline RL | —Unverified | 0 |
| ImPORTance -- Machine Learning-Driven Analysis of Global Port Significance and Network Dynamics for Improved Operational Efficiency | Jul 10, 2024 | Decision Making | —Unverified | 0 |
| Interpretable Differential Diagnosis with Dual-Inference Large Language Models | Jul 10, 2024 | Decision Making | —Unverified | 0 |
| The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others | Jul 10, 2024 | Decision Makingimage-classification | —Unverified | 0 |
| Leveraging LLMs to explain DRL decisions for transparent 6G network slicing | Jul 10, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| CM-DQN: A Value-Based Deep Reinforcement Learning Model to Simulate Confirmation Bias | Jul 10, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |