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| 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 |
| Interpretable Prototype-based Graph Information Bottleneck | Oct 30, 2023 | Decision MakingPrediction | CodeCode Available | 1 |
| The Expressibility of Polynomial based Attention Scheme | Oct 30, 2023 | Decision Making | —Unverified | 0 |
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| Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning | Oct 30, 2023 | Decision MakingOffline RL | CodeCode Available | 1 |
| Trust, Accountability, and Autonomy in Knowledge Graph-based AI for Self-determination | Oct 30, 2023 | Decision MakingKnowledge Graphs | —Unverified | 0 |
| Regret-Minimization Algorithms for Multi-Agent Cooperative Learning Systems | Oct 30, 2023 | Cloud ComputingDecision Making | —Unverified | 0 |
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| 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 |
| Worst-Case Optimal Multi-Armed Gaussian Best Arm Identification with a Fixed Budget | Oct 30, 2023 | Decision MakingExperimental Design | —Unverified | 0 |
| A Clinical Guideline Driven Automated Linear Feature Extraction for Vestibular Schwannoma | Oct 30, 2023 | Decision Making | —Unverified | 0 |
| Stage-Aware Learning for Dynamic Treatments | Oct 30, 2023 | Decision Making | —Unverified | 0 |
| Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game | Oct 29, 2023 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Spacecraft Autonomous Decision-Planning for Collision Avoidance: a Reinforcement Learning Approach | Oct 29, 2023 | Collision AvoidanceDecision Making | —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 |
| 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 |
| Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning | Oct 28, 2023 | Decision Making | CodeCode Available | 0 |
| Dense Retrieval as Indirect Supervision for Large-space Decision Making | Oct 28, 2023 | Decision MakingEntity Typing | CodeCode Available | 0 |
| Online Decision Mediation | Oct 28, 2023 | Decision MakingDescriptive | —Unverified | 0 |
| Pessimistic Off-Policy Multi-Objective Optimization | Oct 28, 2023 | Decision Making | —Unverified | 0 |
| Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning | Oct 28, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Boosting Stock Price Prediction with Anticipated Macro Policy Changes | Oct 27, 2023 | Decision MakingPrediction | —Unverified | 0 |
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| Bayesian Prognostic Covariate Adjustment With Additive Mixture Priors | Oct 27, 2023 | Decision Making | —Unverified | 0 |
| Black-Box Optimization with Implicit Constraints for Public Policy | Oct 27, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability | Oct 27, 2023 | Decision MakingEdge-computing | —Unverified | 0 |
| How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors? | Oct 27, 2023 | Additive modelsAttribute | CodeCode Available | 0 |
| Deep Reinforcement Learning for Weapons to Targets Assignment in a Hypersonic strike | Oct 27, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Comprehensive and Reliable Feature Attribution Method: Double-sided Remove and Reconstruct (DoRaR) | Oct 27, 2023 | Decision Making | CodeCode Available | 0 |
| Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models | Oct 27, 2023 | Decision Making | —Unverified | 0 |
| The impact of responding to patient messages with large language model assistance | Oct 26, 2023 | ChatbotDecision Making | CodeCode Available | 0 |
| Can LLMs Grade Short-Answer Reading Comprehension Questions : An Empirical Study with a Novel Dataset | Oct 26, 2023 | Decision MakingPrompt Engineering | —Unverified | 0 |
| High-Dimensional Prediction for Sequential Decision Making | Oct 26, 2023 | Combinatorial OptimizationConformal Prediction | —Unverified | 0 |
| Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation | Oct 26, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Utilizing Language Models for Energy Load Forecasting | Oct 26, 2023 | Decision MakingDescriptive | CodeCode Available | 0 |
| Unknown Health States Recognition With Collective Decision Based Deep Learning Networks In Predictive Maintenance Applications | Oct 25, 2023 | Decision Making | —Unverified | 0 |
| Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors | Oct 25, 2023 | Decision MakingMachine Translation | CodeCode Available | 0 |
| RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models | Oct 25, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Using Knowledge Awareness to improve Safety of Autonomous Driving | Oct 25, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks | Oct 25, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| Strategizing EV Charging and Renewable Integration in Texas | Oct 25, 2023 | ClusteringDecision Making | —Unverified | 0 |
| Causal Q-Aggregation for CATE Model Selection | Oct 25, 2023 | Causal InferenceDecision Making | —Unverified | 0 |
| Sum-of-Parts: Faithful Attributions for Groups of Features | Oct 25, 2023 | Decision Makingscientific discovery | CodeCode Available | 0 |
| Identifying Reasons for Bias: An Argumentation-Based Approach | Oct 25, 2023 | AttributeDecision Making | —Unverified | 0 |
| Human-centred explanation of rule-based decision-making systems in the legal domain | Oct 25, 2023 | Decision Making | —Unverified | 0 |
| AI Agent as Urban Planner: Steering Stakeholder Dynamics in Urban Planning via Consensus-based Multi-Agent Reinforcement Learning | Oct 25, 2023 | AI AgentDecision Making | —Unverified | 0 |
| ClearMark: Intuitive and Robust Model Watermarking via Transposed Model Training | Oct 25, 2023 | Decision Makingmodel | —Unverified | 0 |
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