| G-Transformer for Conditional Average Potential Outcome Estimation over Time | May 31, 2024 | Decision Making | CodeCode Available | 1 |
| Pursuing Overall Welfare in Federated Learning through Sequential Decision Making | May 31, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought | May 31, 2024 | D4RLDecision Making | CodeCode Available | 1 |
| LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins | May 28, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning | May 27, 2024 | Data AugmentationDecision Making | CodeCode Available | 1 |
| Rethinking Transformers in Solving POMDPs | May 27, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making | May 25, 2024 | Decision MakingMathematical Reasoning | CodeCode Available | 1 |
| Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate | May 24, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment | May 23, 2024 | Decision MakingDomain Generalization | CodeCode Available | 1 |
| PATE: Proximity-Aware Time series anomaly Evaluation | May 20, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 1 |
| SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations | May 19, 2024 | Decision MakingEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| Movie Revenue Prediction using Machine Learning Models | May 19, 2024 | Decision MakingModel Selection | CodeCode Available | 1 |
| Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees | May 16, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization | May 10, 2024 | Decision MakingDecoder | CodeCode Available | 1 |
| Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation | May 7, 2024 | Decision MakingMultiple Instance Learning | CodeCode Available | 1 |
| Argumentative Large Language Models for Explainable and Contestable Claim Verification | May 3, 2024 | Claim VerificationDecision Making | CodeCode Available | 1 |
| UCB-driven Utility Function Search for Multi-objective Reinforcement Learning | May 1, 2024 | Decision MakingMuJoCo | CodeCode Available | 1 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | CodeCode Available | 1 |
| CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations | Apr 25, 2024 | AI AgentDecision Making | CodeCode Available | 1 |
| Large Language Models in the Clinic: A Comprehensive Benchmark | Apr 25, 2024 | Decision MakingDocument Summarization | CodeCode Available | 1 |
| BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis | Apr 23, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Conformal Predictive Systems Under Covariate Shift | Apr 23, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning | Apr 17, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Open-Ended Wargames with Large Language Models | Apr 17, 2024 | Decision Making | CodeCode Available | 1 |
| MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes | Apr 13, 2024 | ClassificationDecision Making | CodeCode Available | 1 |
