| Linguistic Calibration of Long-Form Generations | Mar 30, 2024 | Decision MakingForm | CodeCode Available | 1 |
| LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models | Apr 1, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| auto-sktime: Automated Time Series Forecasting | Dec 13, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics | Nov 19, 2020 | Decision Making | CodeCode Available | 1 |
| Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation | Sep 29, 2023 | Decision Making | CodeCode Available | 1 |
| LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins | May 28, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study | Jan 9, 2021 | Decision MakingFire Detection | CodeCode Available | 1 |
| A View From Somewhere: Human-Centric Face Representations | Mar 30, 2023 | AttributeDecision Making | CodeCode Available | 1 |
| LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data | Jun 14, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions | Jun 4, 2023 | Decision Making | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation | May 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| MAGIC: Learning Macro-Actions for Online POMDP Planning | Nov 7, 2020 | Computational EfficiencyDecision Making | CodeCode Available | 1 |
| AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation | Aug 16, 2023 | 3D Human Pose EstimationCollege Computer Science | CodeCode Available | 1 |
| Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images | Jan 21, 2021 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Masked Trajectory Models for Prediction, Representation, and Control | May 4, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play | Mar 7, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes | Apr 13, 2024 | ClassificationDecision Making | CodeCode Available | 1 |
| Balancing Biases and Preserving Privacy on Balanced Faces in the Wild | Mar 16, 2021 | Decision MakingDomain Adaptation | CodeCode Available | 1 |
| Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction | Nov 22, 2021 | Burned Area DelineationDecision Making | CodeCode Available | 1 |
| Measuring Implicit Bias in Explicitly Unbiased Large Language Models | Feb 6, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving | Aug 24, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification | Dec 29, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
| AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning | Oct 16, 2024 | Decision MakingInformation Retrieval | CodeCode Available | 1 |
