| Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search | Jul 19, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Interpreting and Correcting Medical Image Classification with PIP-Net | Jul 19, 2023 | ClassificationDecision Making | CodeCode Available | 1 |
| Explaining Autonomous Driving Actions with Visual Question Answering | Jul 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Fast model inference and training on-board of Satellites | Jul 17, 2023 | CPUDecision Making | CodeCode Available | 1 |
| Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training | Jul 16, 2023 | AllDecision Making | CodeCode Available | 1 |
| VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View | Jul 12, 2023 | Decision MakingNatural Language Understanding | CodeCode Available | 1 |
| Epidemic Modeling with Generative Agents | Jul 11, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 |
| Sparse learned kernels for interpretable and efficient medical time series processing | Jul 6, 2023 | Artifact DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation | Jul 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Causal Discovery with Language Models as Imperfect Experts | Jul 5, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 |
| Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale | Jul 4, 2023 | Computational EfficiencyDecision Making | CodeCode Available | 1 |
| Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach | Jul 3, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Computationally Assisted Quality Control for Public Health Data Streams | Jun 29, 2023 | Decision MakingOutlier Detection | CodeCode Available | 1 |
| milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing | Jun 29, 2023 | Activity RecognitionDecision Making | 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 |
| Interaction-Aware Planning With Deep Inverse Reinforcement Learning for Human-Like Autonomous Driving in Merge Scenarios | Jun 26, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support | Jun 23, 2023 | Decision Making | CodeCode Available | 1 |
| Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs | Jun 22, 2023 | Arithmetic ReasoningBenchmarking | 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 |
| Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent | Jun 20, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning | Jun 19, 2023 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Evaluating Superhuman Models with Consistency Checks | Jun 16, 2023 | Decision Making | CodeCode Available | 1 |
| Simplified Temporal Consistency Reinforcement Learning | Jun 15, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| ChessGPT: Bridging Policy Learning and Language Modeling | Jun 15, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control | Jun 13, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 1 |
| iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning | Jun 9, 2023 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 |
| Weight Freezing: A Regularization Approach for Fully Connected Layers with an Application in EEG Classification | Jun 9, 2023 | Decision MakingEEG | CodeCode Available | 1 |
| Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models | Jun 9, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex) | Jun 6, 2023 | Decision MakingSentiment Analysis | CodeCode Available | 1 |
| Turning large language models into cognitive models | Jun 6, 2023 | Decision MakingMathematical Reasoning | CodeCode Available | 1 |
| Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach | Jun 6, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Agents Explore the Environment Beyond Good Actions to Improve Their Model for Better Decisions | Jun 6, 2023 | Decision Making | CodeCode Available | 1 |
| A Large-Scale Study of Probabilistic Calibration in Neural Network Regression | Jun 5, 2023 | AttributeConformal Prediction | CodeCode Available | 1 |
| A Study of Situational Reasoning for Traffic Understanding | Jun 5, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 1 |
| Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context | Jun 5, 2023 | Decision MakingTraveling Salesman Problem | CodeCode Available | 1 |
| Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions | Jun 4, 2023 | Decision Making | CodeCode Available | 1 |
| Extracting Reward Functions from Diffusion Models | Jun 1, 2023 | Decision MakingImage Generation | CodeCode Available | 1 |
| BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations | May 31, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model | May 31, 2023 | Decision Makingenergy management | CodeCode Available | 1 |
| ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback | May 29, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Future-conditioned Unsupervised Pretraining for Decision Transformer | May 26, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| AdaPlanner: Adaptive Planning from Feedback with Language Models | May 26, 2023 | Decision MakingHallucination | CodeCode Available | 1 |
| Market Making with Deep Reinforcement Learning from Limit Order Books | May 25, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Koopman Kernel Regression | May 25, 2023 | Decision Makingregression | CodeCode Available | 1 |
| TransWorldNG: Traffic Simulation via Foundation Model | May 25, 2023 | Decision MakingManagement | CodeCode Available | 1 |
| Think Before You Act: Decision Transformers with Working Memory | May 24, 2023 | Atari GamesDecision Making | CodeCode Available | 1 |
| CLASS: A Design Framework for building Intelligent Tutoring Systems based on Learning Science principles | May 22, 2023 | ChatbotDecision Making | CodeCode Available | 1 |
