| 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 |
| Self-Explainable Graph Transformer for Link Sign Prediction | Aug 16, 2024 | Decision MakingLink Sign Prediction | 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 |
| Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization | Aug 16, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
