| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 | 5 |
| PEAK: Explainable Privacy Assistant through Automated Knowledge Extraction | Jan 5, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Anonymous Hedonic Game for Task Allocation in a Large-Scale Multiple Agent System | Nov 18, 2017 | Decision Making | CodeCode Available | 0 | 5 |
| Self-supervised network distillation: an effective approach to exploration in sparse reward environments | Feb 22, 2023 | Atari GamesDecision Making | CodeCode Available | 0 | 5 |
| Exploring Computational User Models for Agent Policy Summarization | May 30, 2019 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Dense Retrieval as Indirect Supervision for Large-space Decision Making | Oct 28, 2023 | Decision MakingEntity Typing | CodeCode Available | 0 | 5 |
| Deliberative and Conceptual Inference in Service Robots | Dec 13, 2020 | Common Sense ReasoningDecision Making | CodeCode Available | 0 | 5 |
| A fuzzy rank-based ensemble of CNN models for MRI segmentation | Dec 28, 2024 | Decision MakingMRI segmentation | CodeCode Available | 0 | 5 |
| Demixed principal component analysis of population activity in higher cortical areas reveals independent representation of task parameters | Oct 22, 2014 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Designing Optimal Behavioral Experiments Using Machine Learning | May 12, 2023 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation | Aug 16, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Toward Real-Time Digital Twins of EM Environments: Computational Benchmark of Ray Launching Software | Jun 7, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Deep Variational Reinforcement Learning for POMDPs | Jun 6, 2018 | Decision MakingInductive Bias | CodeCode Available | 0 | 5 |
| Facial age estimation by deep residual decision making | Aug 28, 2019 | Age EstimationDecision Making | CodeCode Available | 0 | 5 |
| DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs | Nov 19, 2018 | Decision MakingGeneral Classification | CodeCode Available | 0 | 5 |
| Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts | Mar 20, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Fair Clustering: A Causal Perspective | Dec 14, 2023 | ClusteringDecision Making | CodeCode Available | 0 | 5 |
| Challenges of Using Text Classifiers for Causal Inference | Oct 1, 2018 | Causal InferenceDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies | Jan 9, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs | Oct 17, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| FairGridSearch: A Framework to Compare Fairness-Enhancing Models | Jan 4, 2024 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Fairify: Fairness Verification of Neural Networks | Dec 8, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games | Oct 22, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations | Dec 7, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Evaluating Robustness of Counterfactual Explanations | Mar 3, 2021 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case | Oct 16, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification | Jun 21, 2018 | Action SegmentationClassification | CodeCode Available | 0 | 5 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds | Oct 18, 2021 | Additive modelsDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps | Mar 31, 2023 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus Erythematosus | Apr 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous Driving | Apr 3, 2025 | Autonomous DrivingDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Efficient Measurement of Quantum Devices | Sep 30, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Chinese Zero pronoun Resolution | Jun 10, 2018 | Chinese Zero Pronoun ResolutionDecision Making | CodeCode Available | 0 | 5 |
| Faithful Question Answering with Monte-Carlo Planning | May 4, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning Agents for Strategic Production Policies in Microeconomic Market Simulations | Oct 27, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Q-Network for Angry Birds | Oct 4, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Active Inference Meeting Energy-Efficient Control of Parallel and Identical Machines | Jun 13, 2024 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews | May 19, 2023 | Decision MakingHallucination | CodeCode Available | 0 | 5 |
| Deep Q-learning from Demonstrations | Apr 12, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning | Apr 2, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| Feature Interaction Aware Automated Data Representation Transformation | Sep 29, 2023 | Automated Feature EngineeringDecision Making | CodeCode Available | 0 | 5 |
| Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis | May 10, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT | Aug 17, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations | May 25, 2024 | Decision MakingEpidemiology | CodeCode Available | 0 | 5 |
| Deep Learning for Patient-Specific Kidney Graft Survival Analysis | May 29, 2017 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
