| Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning | Dec 15, 2024 | Decision MakingLarge Language Model | CodeCode Available | 1 |
| Impact of Adversarial Attacks on Deep Learning Model Explainability | Dec 15, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Automated Driving with Evolution Capability: A Reinforcement Learning Method with Monotonic Performance Enhancement | Dec 14, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games | Dec 14, 2024 | Decision Making | CodeCode Available | 3 |
| Damage Assessment after Natural Disasters with UAVs: Semantic Feature Extraction using Deep Learning | Dec 14, 2024 | Decision MakingQuestion Answering | —Unverified | 0 |
| Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Exploration | Dec 14, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Exbodiment: The Mind Made Matter | Dec 14, 2024 | Decision Making | —Unverified | 0 |
| Advances in Transformers for Robotic Applications: A Review | Dec 13, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| WiseAD: Knowledge Augmented End-to-End Autonomous Driving with Vision-Language Model | Dec 13, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Is it the model or the metric -- On robustness measures of deeplearning models | Dec 13, 2024 | Decision MakingDeepFake Detection | —Unverified | 0 |
| A Novel Methodology in Credit Spread Prediction Based on Ensemble Learning and Feature Selection | Dec 13, 2024 | Decision MakingEnsemble Learning | —Unverified | 0 |
| GaussianAD: Gaussian-Centric End-to-End Autonomous Driving | Dec 13, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Solving Robust Markov Decision Processes: Generic, Reliable, Efficient | Dec 13, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Trustworthy and Explainable Decision-Making for Workforce allocation | Dec 13, 2024 | Decision Making | —Unverified | 0 |
| Explaining Model Overfitting in CNNs via GMM Clustering | Dec 12, 2024 | ClusteringDecision Making | —Unverified | 0 |
| Double-Exponential Increases in Inference Energy: The Cost of the Race for Accuracy | Dec 12, 2024 | Decision Making | —Unverified | 0 |
| Precise Asymptotics and Refined Regret of Variance-Aware UCB | Dec 12, 2024 | Decision Making | —Unverified | 0 |
| Words of War: Exploring the Presidential Rhetorical Arsenal with Deep Learning | Dec 12, 2024 | Decision Making | —Unverified | 0 |
| Wait-Less Offline Tuning and Re-solving for Online Decision Making | Dec 12, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Multimodal Sentiment Analysis based on Video and Audio Inputs | Dec 12, 2024 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning | Dec 12, 2024 | Decision Making | CodeCode Available | 2 |
| Reinforcement Learning Within the Classical Robotics Stack: A Case Study in Robot Soccer | Dec 12, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology | Dec 12, 2024 | Decision Makingnamed-entity-recognition | —Unverified | 0 |
| Doe-1: Closed-Loop Autonomous Driving with Large World Model | Dec 12, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| A Multimodal Social Agent | Dec 11, 2024 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| Survey on Human-Vehicle Interactions and AI Collaboration for Optimal Decision-Making in Automated Driving | Dec 11, 2024 | Decision Making | —Unverified | 0 |
| Detecting Conversational Mental Manipulation with Intent-Aware Prompting | Dec 11, 2024 | Decision Making | CodeCode Available | 0 |
| GPD-1: Generative Pre-training for Driving | Dec 11, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization | Dec 11, 2024 | Abstractive Text SummarizationDecision Making | —Unverified | 0 |
| Using Large Language Models for Parametric Shape Optimization | Dec 11, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software | Dec 11, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Quantum-Cognitive Neural Networks: Assessing Confidence and Uncertainty with Human Decision-Making Simulations | Dec 11, 2024 | Decision Making | —Unverified | 0 |
| MaestroMotif: Skill Design from Artificial Intelligence Feedback | Dec 11, 2024 | Code GenerationDecision Making | —Unverified | 0 |
| GenPlan: Generative Sequence Models as Adaptive Planners | Dec 11, 2024 | Decision MakingDenoising | CodeCode Available | 0 |
| Learn How to Query from Unlabeled Data Streams in Federated Learning | Dec 11, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Research on the Application of Spark Streaming Real-Time Data Analysis System and large language model Intelligent Agents | Dec 10, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Combining knowledge graphs and LLMs for hazardous chemical information management and reuse | Dec 10, 2024 | ChatbotDecision Making | —Unverified | 0 |
| How Should We Represent History in Interpretable Models of Clinical Policies? | Dec 10, 2024 | Decision MakingRepresentation Learning | CodeCode Available | 0 |
| Epidemiological Model Calibration via Graybox Bayesian Optimization | Dec 10, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Swarm Behavior Cloning | Dec 10, 2024 | Decision MakingImitation Learning | —Unverified | 0 |
| Optimizing Sensor Redundancy in Sequential Decision-Making Problems | Dec 10, 2024 | Decision MakingOpenAI Gym | —Unverified | 0 |
| Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach | Dec 10, 2024 | Decision MakingRepresentation Learning | —Unverified | 0 |
| HARP: Hesitation-Aware Reframing in Transformer Inference Pass | Dec 10, 2024 | Decision Making | CodeCode Available | 0 |
| Discrete-Time Distribution Steering using Monte Carlo Tree Search | Dec 9, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Creating a Cooperative AI Policymaking Platform through Open Source Collaboration | Dec 9, 2024 | Decision Making | —Unverified | 0 |
| LLMs for Generalizable Language-Conditioned Policy Learning under Minimal Data Requirements | Dec 9, 2024 | Decision MakingInstruction Following | —Unverified | 0 |
| A Note on Sample Complexity of Interactive Imitation Learning with Log Loss | Dec 9, 2024 | Decision MakingImitation Learning | —Unverified | 0 |
| Exploring Critical Testing Scenarios for Decision-Making Policies: An LLM Approach | Dec 9, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Digital Transformation in the Water Distribution System based on the Digital Twins Concept | Dec 9, 2024 | Decision MakingScheduling | CodeCode Available | 1 |
| Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework | Dec 9, 2024 | Decision Making | —Unverified | 0 |