| A Recurrent Vision-and-Language BERT for Navigation | Nov 26, 2020 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions | Oct 15, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training for Deep Reinforcement Learning | Jun 8, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| SocialVAE: Human Trajectory Prediction using Timewise Latents | Mar 15, 2022 | Decision MakingPedestrian Trajectory Prediction | CodeCode Available | 1 | 5 |
| Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-based Convolutional Neural Networks | Sep 22, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| SSL-SoilNet: A Hybrid Transformer-based Framework with Self-Supervised Learning for Large-scale Soil Organic Carbon Prediction | Aug 7, 2023 | AttributeContrastive Learning | CodeCode Available | 1 | 5 |
| SOTIF Entropy: Online SOTIF Risk Quantification and Mitigation for Autonomous Driving | Nov 8, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| SPACE: A Python-based Simulator for Evaluating Decentralized Multi-Robot Task Allocation Algorithms | Sep 6, 2024 | Decision Making | CodeCode Available | 1 | 5 |
| Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment | Oct 26, 2016 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Efficient Planning in a Compact Latent Action Space | Aug 22, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning | Jun 17, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| Ergodicity-breaking reveals time optimal decision making in humans | Sep 25, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees | Jun 29, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| STeCa: Step-level Trajectory Calibration for LLM Agent Learning | Feb 20, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images | Mar 6, 2021 | Computed Tomography (CT)Decision Making | CodeCode Available | 1 | 5 |
| Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | Jul 1, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 | 5 |
| Adversarial Attacks on Probabilistic Autoregressive Forecasting Models | Mar 8, 2020 | Decision MakingTime Series | CodeCode Available | 1 | 5 |
| Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate | May 24, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Structured Scene Memory for Vision-Language Navigation | Mar 5, 2021 | Decision MakingNavigate | CodeCode Available | 1 | 5 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| An empirical evaluation of active inference in multi-armed bandits | Jan 21, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4 | Sep 29, 2023 | Card GamesDecision Making | CodeCode Available | 1 | 5 |
| EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images | Oct 28, 2023 | Decision MakingMedical Visual Question Answering | CodeCode Available | 1 | 5 |
| Extended Tree Search for Robot Task and Motion Planning | Mar 9, 2021 | Decision MakingMotion Planning | CodeCode Available | 1 | 5 |
| EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | May 26, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 | 5 |
| Explaining generative diffusion models via visual analysis for interpretable decision-making process | Feb 16, 2024 | Decision MakingDenoising | CodeCode Available | 1 | 5 |
| Emergent Coordination through Game-Induced Nonlinear Opinion Dynamics | Apr 5, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics | Aug 16, 2024 | Decision MakingEmotion Recognition | CodeCode Available | 1 | 5 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Explaining Autonomous Driving Actions with Visual Question Answering | Jul 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Tactical Decision-Making in Autonomous Driving by Reinforcement Learning with Uncertainty Estimation | Apr 22, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach | Jun 6, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 1 | 5 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data | Nov 12, 2022 | Decision Making | CodeCode Available | 1 | 5 |
| Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents | Mar 8, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 | 5 |
| Engineering flexible machine learning systems by traversing functionally-invariant paths | Apr 30, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 | 5 |
| t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making | Jan 4, 2024 | Continual LearningDecision Making | CodeCode Available | 1 | 5 |
| TE2Rules: Explaining Tree Ensembles using Rules | Jun 29, 2022 | Binary ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Explaining machine-learned particle-flow reconstruction | Nov 24, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 | 5 |
| Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation | Oct 3, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health | Aug 17, 2023 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM | Oct 11, 2023 | counterfactualDecision Making | CodeCode Available | 1 | 5 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Exploration | Dec 14, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| Large Language Models are Learnable Planners for Long-Term Recommendation | Feb 29, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 | 5 |
| TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis | Sep 5, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| The Grammar of Interactive Explanatory Model Analysis | May 1, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Explainable Machine Larning for liver transplantation | Sep 28, 2021 | Decision Making | CodeCode Available | 1 | 5 |
