| Doe-1: Closed-Loop Autonomous Driving with Large World Model | Dec 12, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 | 5 |
| Disentangling Memory and Reasoning Ability in Large Language Models | Nov 20, 2024 | Decision MakingRetrieval | CodeCode Available | 2 | 5 |
| A Survey of Financial AI: Architectures, Advances and Open Challenges | Nov 1, 2024 | Decision MakingPortfolio Optimization | CodeCode Available | 2 | 5 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 | 5 |
| DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation | Nov 18, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 | 5 |
| ExpeL: LLM Agents Are Experiential Learners | Aug 20, 2023 | Decision MakingTransfer Learning | CodeCode Available | 2 | 5 |
| Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching | Dec 16, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 2 | 5 |
| Diffusion Actor-Critic with Entropy Regulator | May 24, 2024 | Decision MakingMuJoCo | CodeCode Available | 2 | 5 |
| Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions | Feb 21, 2024 | Decision MakingImitation Learning | CodeCode Available | 2 | 5 |
| AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making | Nov 6, 2024 | Decision MakingDiversity | CodeCode Available | 2 | 5 |
| A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model | May 3, 2024 | Decision MakingFew-Shot Learning | CodeCode Available | 2 | 5 |
| FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making | Jul 9, 2024 | Decision Making | CodeCode Available | 2 | 5 |
| A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models | Oct 21, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 2 | 5 |
| Cumulative Reasoning with Large Language Models | Aug 8, 2023 | Decision MakingLogical Reasoning | CodeCode Available | 2 | 5 |
| A Comprehensive Guide to Explainable AI: From Classical Models to LLMs | Dec 1, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 | 5 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning | Feb 28, 2024 | Contrastive LearningDecision Making | CodeCode Available | 2 | 5 |
| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 | 5 |
| Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents | Apr 25, 2024 | Decision MakingSpecificity | CodeCode Available | 2 | 5 |
| Cross-Prediction-Powered Inference | Sep 28, 2023 | Decision MakingMissing Labels | CodeCode Available | 2 | 5 |
| Digital Player: Evaluating Large Language Models based Human-like Agent in Games | Feb 28, 2025 | Decision Making | CodeCode Available | 2 | 5 |
| GPD-1: Generative Pre-training for Driving | Dec 11, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 | 5 |
| Adversarial attacks and defenses in explainable artificial intelligence: A survey | Jun 6, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 2 | 5 |
| A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving | Feb 29, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 | 5 |
| Concept Bottleneck Language Models For protein design | Nov 9, 2024 | Decision MakingDrug Discovery | CodeCode Available | 2 | 5 |
| CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis | Jul 18, 2024 | Decision MakingDiagnostic | CodeCode Available | 2 | 5 |
