| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling | Jan 3, 2023 | Autonomous DrivingDecision 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 |
| Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions | Jun 4, 2023 | Decision Making | CodeCode Available | 1 |
| Predicting human decision making in psychological tasks with recurrent neural networks | Oct 22, 2020 | Decision MakingTime Series | CodeCode Available | 1 |
| Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management | Jul 28, 2021 | Decision MakingManagement | CodeCode Available | 1 |
| Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm | Oct 19, 2020 | Decision MakingDimensionality Reduction | CodeCode Available | 1 |
| Preference Transformer: Modeling Human Preferences using Transformers for RL | Mar 2, 2023 | Decision MakingReinforcement Learning (RL) | 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 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | CodeCode Available | 1 |
| Proactive and AoI-aware Failure Recovery for Stateful NFV-enabled Zero-Touch 6G Networks: Model-Free DRL Approach | Feb 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos | Jul 17, 2024 | Action DetectionAction Localization | CodeCode Available | 1 |
| Probabilistic Calibration by Design for Neural Network Regression | Mar 18, 2024 | Decision Makingregression | 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 |
| ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography | Jul 26, 2023 | Decision Making | CodeCode Available | 1 |
| ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition | Aug 22, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Pursuing Overall Welfare in Federated Learning through Sequential Decision Making | May 31, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| PUZZLES: A Benchmark for Neural Algorithmic Reasoning | Jun 29, 2024 | Decision MakingLogical Reasoning | 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 |
| QPLEX: Duplex Dueling Multi-Agent Q-Learning | Aug 3, 2020 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset | Mar 15, 2019 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Quantifying Uncertainty in Deep Spatiotemporal Forecasting | May 25, 2021 | Decision Makingquantile regression | CodeCode Available | 1 |
| Random Forests for dependent data | Jul 30, 2020 | Decision MakingGaussian Processes | CodeCode Available | 1 |
| Random Quantum Neural Networks (RQNN) for Noisy Image Recognition | Mar 3, 2022 | Decision Makingimage-classification | CodeCode Available | 1 |
| Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification | Dec 29, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
| RATT: A Thought Structure for Coherent and Correct LLM Reasoning | Jun 4, 2024 | Decision MakingFact Checking | CodeCode Available | 1 |
| Reflect-RL: Two-Player Online RL Fine-Tuning for LMs | Feb 20, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Transformer | Mar 12, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review | May 2, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| A Survey on Interpretable Cross-modal Reasoning | Sep 5, 2023 | Cross-Modal RetrievalDecision Making | CodeCode Available | 1 |
| A Survey on Session-based Recommender Systems | Feb 13, 2019 | Collaborative FilteringDecision Making | CodeCode Available | 1 |
| A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry | Jun 21, 2019 | Decision MakingLifelong learning | CodeCode Available | 1 |
| Reinforcement Learning Pair Trading: A Dynamic Scaling approach | Jul 23, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 1 |
| A Survey of World Models for Autonomous Driving | Jan 20, 2025 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Heterogeneous Unmanned Aerial Vehicles Cooperative Search Approach for Complex Environments | May 13, 2023 | Collision AvoidanceDecision Making | CodeCode Available | 1 |
| Restricting the Flow: Information Bottlenecks for Attribution | Jan 2, 2020 | Decision Making | CodeCode Available | 1 |
| Rethinking Transformers in Solving POMDPs | May 27, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning | Aug 23, 2022 | ClassificationDecision Making | CodeCode Available | 1 |
| REX: Reasoning-aware and Grounded Explanation | Mar 11, 2022 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space | Aug 19, 2020 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| A Study on Learning Social Robot Navigation with Multimodal Perception | Sep 22, 2023 | Decision MakingNavigate | CodeCode Available | 1 |
| An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability | Sep 11, 2021 | Decision MakingInformation Retrieval | CodeCode Available | 1 |
| RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning | Dec 4, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| RL STaR Platform: Reinforcement Learning for Simulation based Training of Robots | Sep 21, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction | Aug 18, 2023 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| RobustX: Robust Counterfactual Explanations Made Easy | Feb 19, 2025 | counterfactualDecision Making | CodeCode Available | 1 |
| RORL: Robust Offline Reinforcement Learning via Conservative Smoothing | Jun 6, 2022 | Decision MakingOffline RL | CodeCode Available | 1 |
| A Study of Situational Reasoning for Traffic Understanding | Jun 5, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 1 |
