| COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning | Nov 1, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Rethinking Decision Transformer via Hierarchical Reinforcement Learning | Nov 1, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions | Oct 31, 2023 | Crop Type MappingCrop Yield Prediction | —Unverified | 0 |
| Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification | Oct 31, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding | Oct 31, 2023 | Decision MakingGraph Embedding | —Unverified | 0 |
| Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving | Oct 31, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Calibration by Distribution Matching: Trainable Kernel Calibration Metrics | Oct 31, 2023 | Decision Makingregression | CodeCode Available | 0 |
| Automated Parliaments: A Solution to Decision Uncertainty and Misalignment in Language Models | Oct 31, 2023 | Decision Making | —Unverified | 0 |
| Closed Drafting as a Case Study for First-Principle Interpretability, Memory, and Generalizability in Deep Reinforcement Learning | Oct 31, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Decision-Making for Autonomous Vehicles with Interaction-Aware Behavioral Prediction and Social-Attention Neural Network | Oct 31, 2023 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users | Oct 31, 2023 | Decision MakingDialogue State Tracking | CodeCode Available | 0 |
| Early detection of inflammatory arthritis to improve referrals using multimodal machine learning from blood testing, semi-structured and unstructured patient records | Oct 30, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| Worst-Case Optimal Multi-Armed Gaussian Best Arm Identification with a Fixed Budget | Oct 30, 2023 | Decision MakingExperimental Design | —Unverified | 0 |
| Modeling the Telemarketing Process using Genetic Algorithms and Extreme Boosting: Feature Selection and Cost-Sensitive Analytical Approach | Oct 30, 2023 | Decision Makingfeature selection | CodeCode Available | 0 |
| A Clinical Guideline Driven Automated Linear Feature Extraction for Vestibular Schwannoma | Oct 30, 2023 | Decision Making | —Unverified | 0 |
| Regret-Minimization Algorithms for Multi-Agent Cooperative Learning Systems | Oct 30, 2023 | Cloud ComputingDecision Making | —Unverified | 0 |
| Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review | Oct 30, 2023 | ArticlesDecision Making | —Unverified | 0 |
| Stage-Aware Learning for Dynamic Treatments | Oct 30, 2023 | Decision Making | —Unverified | 0 |
| The Expressibility of Polynomial based Attention Scheme | Oct 30, 2023 | Decision Making | —Unverified | 0 |
| Trust, Accountability, and Autonomy in Knowledge Graph-based AI for Self-determination | Oct 30, 2023 | Decision MakingKnowledge Graphs | —Unverified | 0 |
| Spacecraft Autonomous Decision-Planning for Collision Avoidance: a Reinforcement Learning Approach | Oct 29, 2023 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game | Oct 29, 2023 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Bridging the gap: Towards an Expanded Toolkit for AI-driven Decision-Making in the Public Sector | Oct 29, 2023 | counterfactualDecision Making | —Unverified | 0 |
| Online Decision Mediation | Oct 28, 2023 | Decision MakingDescriptive | —Unverified | 0 |
| Pessimistic Off-Policy Multi-Objective Optimization | Oct 28, 2023 | Decision Making | —Unverified | 0 |