| DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation | Nov 18, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Adversarial attacks and defenses in explainable artificial intelligence: A survey | Jun 6, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 2 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning | Feb 28, 2024 | Contrastive LearningDecision Making | CodeCode Available | 2 |
| Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training | Sep 29, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| Cross-Prediction-Powered Inference | Sep 28, 2023 | Decision MakingMissing Labels | CodeCode Available | 2 |
| Cumulative Reasoning with Large Language Models | Aug 8, 2023 | Decision MakingLogical Reasoning | 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 |
| Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving | May 24, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Context is Key: A Benchmark for Forecasting with Essential Textual Information | Oct 24, 2024 | Decision MakingTime Series | CodeCode Available | 2 |
| ExpeL: LLM Agents Are Experiential Learners | Aug 20, 2023 | Decision MakingTransfer Learning | CodeCode Available | 2 |
| Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | Feb 12, 2024 | counterfactualDecision Making | CodeCode Available | 2 |
| Global birdsong embeddings enable superior transfer learning for bioacoustic classification | Jul 12, 2023 | Audio ClassificationDecision Making | CodeCode Available | 2 |
| Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents | Apr 25, 2024 | Decision MakingSpecificity | CodeCode Available | 2 |
| AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making | Nov 6, 2024 | Decision MakingDiversity | CodeCode Available | 2 |
| A Review of Safe Reinforcement Learning: Methods, Theory and Applications | May 20, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents | Jul 5, 2024 | Decision MakingMulti-hop Question Answering | CodeCode Available | 2 |
| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| ActiveSplat: High-Fidelity Scene Reconstruction through Active Gaussian Splatting | Oct 29, 2024 | Active 3D ReconstructionDecision Making | CodeCode Available | 2 |
| AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies | Feb 6, 2024 | Decision MakingDiversity | CodeCode Available | 2 |
| CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making | Jun 13, 2024 | Decision Making | CodeCode Available | 2 |
| GPT-Driver: Learning to Drive with GPT | Oct 2, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| A Survey of Financial AI: Architectures, Advances and Open Challenges | Nov 1, 2024 | Decision MakingPortfolio Optimization | CodeCode Available | 2 |
| 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 |
| CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents | Jan 19, 2024 | Decision Making | CodeCode Available | 2 |