| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning | Mar 18, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| Aligning Superhuman AI with Human Behavior: Chess as a Model System | Jun 2, 2020 | Decision Making | CodeCode Available | 2 |
| Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning | May 26, 2025 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 2 |
| FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making | Jul 9, 2024 | Decision Making | CodeCode Available | 2 |
| A Review of Safe Reinforcement Learning: Methods, Theory and Applications | May 20, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation | Nov 18, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Digital Player: Evaluating Large Language Models based Human-like Agent in Games | Feb 28, 2025 | Decision Making | CodeCode Available | 2 |
| ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities | Sep 30, 2024 | Decision Making | CodeCode Available | 2 |
| DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models | Sep 28, 2023 | 10-shot image generation1 Image, 2*2 Stitchi | CodeCode Available | 2 |
| AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models | Apr 13, 2023 | Decision MakingMath | CodeCode Available | 2 |
| Diffusion Actor-Critic with Entropy Regulator | May 24, 2024 | Decision MakingMuJoCo | CodeCode Available | 2 |
| Disentangling Memory and Reasoning Ability in Large Language Models | Nov 20, 2024 | Decision MakingRetrieval | CodeCode Available | 2 |
| Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving | Oct 3, 2023 | Action GenerationAutonomous Driving | CodeCode Available | 2 |
| Agentic Knowledgeable Self-awareness | Apr 4, 2025 | Decision Making | CodeCode Available | 2 |
| Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions | Feb 21, 2024 | Decision MakingImitation Learning | CodeCode Available | 2 |
| Graph-of-Thought: Utilizing Large Language Models to Solve Complex and Dynamic Business Problems | Jan 10, 2024 | Decision Making | CodeCode Available | 2 |
| Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning | Feb 6, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 2 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning | Feb 28, 2024 | Contrastive LearningDecision Making | CodeCode Available | 2 |
| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 |
| Adversarial attacks and defenses in explainable artificial intelligence: A survey | Jun 6, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 2 |
| Improving Causal Reasoning in Large Language Models: A Survey | Oct 22, 2024 | Decision MakingSurvey | CodeCode Available | 2 |
| Cross-Prediction-Powered Inference | Sep 28, 2023 | Decision MakingMissing Labels | CodeCode Available | 2 |
| Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent | Feb 15, 2024 | AllDecision Making | CodeCode Available | 2 |
| Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving | May 24, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
