| Re4MPC: Reactive Nonlinear MPC for Multi-model Motion Planning via Deep Reinforcement Learning | Jun 10, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis | Jun 4, 2025 | Action GenerationDecision Making | CodeCode Available | 1 |
| Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting | May 30, 2025 | Decision Making | CodeCode Available | 1 |
| K^2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting | May 29, 2025 | Decision MakingProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| FM-Planner: Foundation Model Guided Path Planning for Autonomous Drone Navigation | May 27, 2025 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Structured Reinforcement Learning for Combinatorial Decision-Making | May 25, 2025 | Combinatorial OptimizationDecision Making | CodeCode Available | 1 |
| DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management | May 20, 2025 | Decision MakingInformation Retrieval | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation | May 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| From Questions to Clinical Recommendations: Large Language Models Driving Evidence-Based Clinical Decision Making | May 15, 2025 | Decision Making | CodeCode Available | 1 |
| Comparing Exploration-Exploitation Strategies of LLMs and Humans: Insights from Standard Multi-armed Bandit Tasks | May 15, 2025 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent Manufacturing | May 10, 2025 | Decision MakingProduction Forecasting | CodeCode Available | 1 |
| VideoPath-LLaVA: Pathology Diagnostic Reasoning Through Video Instruction Tuning | May 7, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework | Apr 30, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation | Apr 24, 2025 | Decision MakingRAG | CodeCode Available | 1 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Urban Computing in the Era of Large Language Models | Apr 2, 2025 | Decision MakingSurvey | CodeCode Available | 1 |
| Language Guided Concept Bottleneck Models for Interpretable Continual Learning | Mar 30, 2025 | Continual LearningDecision Making | CodeCode Available | 1 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability | Mar 26, 2025 | Age/UnbiasedDecision Making | CodeCode Available | 1 |
| VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms | Mar 18, 2025 | Decision Making | CodeCode Available | 1 |
| SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning | Mar 15, 2025 | Decision MakingManagement | CodeCode Available | 1 |
| On Generalization Across Environments In Multi-Objective Reinforcement Learning | Mar 2, 2025 | Decision MakingMulti-Objective Reinforcement Learning | CodeCode Available | 1 |
| CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer | Feb 27, 2025 | Decision Making | CodeCode Available | 1 |
| CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators | Feb 26, 2025 | Decision Making | CodeCode Available | 1 |
| Training a Generally Curious Agent | Feb 24, 2025 | Decision MakingEfficient Exploration | CodeCode Available | 1 |
