| AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning | Oct 16, 2024 | Decision MakingInformation Retrieval | CodeCode Available | 1 |
| Persistent Topological Features in Large Language Models | Oct 14, 2024 | Decision MakingTopological Data Analysis | CodeCode Available | 1 |
| Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning | Oct 14, 2024 | Decision MakingManagement | CodeCode Available | 1 |
| DiffPO: A causal diffusion model for learning distributions of potential outcomes | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Rejecting Hallucinated State Targets during Planning | Oct 9, 2024 | Decision MakingOut-of-Distribution Generalization | CodeCode Available | 1 |
| Predictive Coding for Decision Transformer | Oct 4, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| On The Planning Abilities of OpenAI's o1 Models: Feasibility, Optimality, and Generalizability | Sep 30, 2024 | Decision MakingManagement | CodeCode Available | 1 |
| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| BuildingView: Constructing Urban Building Exteriors Databases with Street View Imagery and Multimodal Large Language Mode | Sep 29, 2024 | Decision MakingSystematic Literature Review | CodeCode Available | 1 |
| Mastering Chess with a Transformer Model | Sep 18, 2024 | Decision Makingmodel | CodeCode Available | 1 |
| MusicLIME: Explainable Multimodal Music Understanding | Sep 16, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks | Sep 12, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| SPACE: A Python-based Simulator for Evaluating Decentralized Multi-Robot Task Allocation Algorithms | Sep 6, 2024 | Decision Making | CodeCode Available | 1 |
| Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization | Sep 5, 2024 | Combinatorial OptimizationComputational Efficiency | CodeCode Available | 1 |
| MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation | Sep 5, 2024 | Decision MakingManagement | CodeCode Available | 1 |
| Explainable AI for computational pathology identifies model limitations and tissue biomarkers | Sep 4, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification | Sep 1, 2024 | Decision Making | CodeCode Available | 1 |
| EPO: Hierarchical LLM Agents with Environment Preference Optimization | Aug 28, 2024 | Action GenerationDecision Making | CodeCode Available | 1 |
| ml_edm package: a Python toolkit for Machine Learning based Early Decision Making | Aug 23, 2024 | Decision MakingEarly Classification | CodeCode Available | 1 |
| MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries | Aug 23, 2024 | Decision Making | CodeCode Available | 1 |
| BLADE: Benchmarking Language Model Agents for Data-Driven Science | Aug 19, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics | Aug 16, 2024 | Decision MakingEmotion Recognition | CodeCode Available | 1 |
| Self-Explainable Graph Transformer for Link Sign Prediction | Aug 16, 2024 | Decision MakingLink Sign Prediction | CodeCode Available | 1 |
| Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization | Aug 16, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| A semantic embedding space based on large language models for modelling human beliefs | Aug 13, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Unleashing Artificial Cognition: Integrating Multiple AI Systems | Aug 9, 2024 | Answer GenerationDecision Making | CodeCode Available | 1 |
| Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making | Aug 2, 2024 | Cloud ComputingDecision Making | CodeCode Available | 1 |
| PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning | Jul 23, 2024 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Reinforcement Learning Pair Trading: A Dynamic Scaling approach | Jul 23, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 1 |
| Hyp2Nav: Hyperbolic Planning and Curiosity for Crowd Navigation | Jul 18, 2024 | Computational EfficiencyDecision Making | CodeCode Available | 1 |
| ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos | Jul 17, 2024 | Action DetectionAction Localization | CodeCode Available | 1 |
| InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains | Jul 16, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Can Learned Optimization Make Reinforcement Learning Less Difficult? | Jul 9, 2024 | Decision MakingMeta-Learning | CodeCode Available | 1 |
| Integrating Clinical Knowledge into Concept Bottleneck Models | Jul 9, 2024 | Clinical KnowledgeDecision Making | CodeCode Available | 1 |
| A Mamba-based Siamese Network for Remote Sensing Change Detection | Jul 8, 2024 | Change DetectionDecision Making | CodeCode Available | 1 |
| Language Model Alignment in Multilingual Trolley Problems | Jul 2, 2024 | Decision MakingEthics | CodeCode Available | 1 |
| PUZZLES: A Benchmark for Neural Algorithmic Reasoning | Jun 29, 2024 | Decision MakingLogical Reasoning | CodeCode Available | 1 |
| CELLO: Causal Evaluation of Large Vision-Language Models | Jun 27, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis | Jun 27, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making | Jun 24, 2024 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation | Jun 24, 2024 | Decision MakingFacial Expression Recognition | CodeCode Available | 1 |
| ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images | Jun 20, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Ask-before-Plan: Proactive Language Agents for Real-World Planning | Jun 18, 2024 | Decision Makingvalid | CodeCode Available | 1 |
| Statistical Uncertainty in Word Embeddings: GloVe-V | Jun 18, 2024 | Decision MakingModel Selection | CodeCode Available | 1 |
| LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data | Jun 14, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling | Jun 11, 2024 | Decision MakingVariational Inference | CodeCode Available | 1 |
| Open Grounded Planning: Challenges and Benchmark Construction | Jun 5, 2024 | Decision MakingText Generation | CodeCode Available | 1 |
| RATT: A Thought Structure for Coherent and Correct LLM Reasoning | Jun 4, 2024 | Decision MakingFact Checking | CodeCode Available | 1 |
| Towards Rationality in Language and Multimodal Agents: A Survey | Jun 1, 2024 | Decision MakingSurvey | CodeCode Available | 1 |
