| 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 |
| Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving Maneuvers | Jun 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Concept-level Debugging of Part-Prototype Networks | May 31, 2022 | Decision Making | CodeCode Available | 1 |
| COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning | Jun 16, 2020 | Decision MakingImage Classification | CodeCode Available | 1 |
| Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification | Mar 18, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Conditioning Sparse Variational Gaussian Processes for Online Decision-making | Oct 28, 2021 | Active LearningDecision Making | CodeCode Available | 1 |
| Conformal Inference of Counterfactuals and Individual Treatment Effects | Jun 11, 2020 | Decision MakingUncertainty Quantification | CodeCode Available | 1 |
| Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects | Feb 7, 2024 | Decision MakingMarketing | CodeCode Available | 1 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning | Dec 25, 2024 | Decision MakingOffline RL | CodeCode Available | 1 |
| Collaborative Decision Making Using Action Suggestions | Sep 27, 2022 | Decision Makingvalid | CodeCode Available | 1 |
| Collective Intelligence in Human-AI Teams A Bayesian Theory of Mind Approach | Jun 26, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence | Feb 19, 2025 | Code GenerationDecision Making | CodeCode Available | 1 |
| Controlling Neural Networks with Rule Representations | Jun 14, 2021 | Decision Making | CodeCode Available | 1 |
| Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark | Dec 19, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | 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 |
| Long-term drought prediction using deep neural networks based on geospatial weather data | Sep 12, 2023 | Decision Making | CodeCode Available | 1 |
| Co-Activation Graph Analysis of Safety-Verified and Explainable Deep Reinforcement Learning Policies | Jan 6, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images | Sep 8, 2020 | 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 |
| Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies | Jul 24, 2020 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations | Apr 25, 2024 | AI AgentDecision Making | CodeCode Available | 1 |
| Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration | Mar 8, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| 6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning | Apr 21, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data | Oct 25, 2022 | Decision MakingDisease Trajectory Forecasting | CodeCode Available | 1 |
| Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces | Mar 29, 2024 | Decision MakingMamba | CodeCode Available | 1 |
| Addressing cognitive bias in medical language models | Feb 12, 2024 | Decision Making | CodeCode Available | 1 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 |
| A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets | Oct 10, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning | Oct 9, 2022 | Decision MakingMeta Reinforcement Learning | CodeCode Available | 1 |
| Labeling Neural Representations with Inverse Recognition | Nov 22, 2023 | Decision MakingSegmentation | CodeCode Available | 1 |
| Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy | Jun 10, 2020 | Decision MakingDensity Ratio Estimation | CodeCode Available | 1 |
| Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach | Sep 21, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Deep Reinforcement Learning for Entity Alignment | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning | Sep 24, 2023 | Auxiliary LearningDecision Making | CodeCode Available | 1 |
| A coevolutionary approach to deep multi-agent reinforcement learning | Apr 12, 2021 | Atari GamesDecision Making | CodeCode Available | 1 |
| ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation | Apr 14, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer | Feb 27, 2025 | Decision Making | CodeCode Available | 1 |
| Dense Uncertainty Estimation | Oct 13, 2021 | Decision Making | CodeCode Available | 1 |
| Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess | Aug 2, 2022 | Decision Making | CodeCode Available | 1 |
| Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation | Jul 25, 2022 | Bayesian OptimisationDecision Making | CodeCode Available | 1 |
| DG-Trans: Dual-level Graph Transformer for Spatiotemporal Incident Impact Prediction on Traffic Networks | Mar 21, 2023 | Decision MakingGraph Learning | CodeCode Available | 1 |
| Diagnosing Infeasible Optimization Problems Using Large Language Models | Aug 23, 2023 | ChatbotDecision Making | CodeCode Available | 1 |
| GLAMOUR: Graph Learning over Macromolecule Representations | Mar 3, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| diff History for Neural Language Agents | Dec 12, 2023 | Decision MakingNetHack | CodeCode Available | 1 |
| ChessGPT: Bridging Policy Learning and Language Modeling | Jun 15, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models | Feb 14, 2023 | Decision MakingLesion Segmentation | CodeCode Available | 1 |
