| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 |
| OMLT: Optimization & Machine Learning Toolkit | Feb 4, 2022 | Bayesian OptimisationBIG-bench Machine Learning | CodeCode Available | 2 |
| AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies | Feb 6, 2024 | Decision MakingDiversity | CodeCode Available | 2 |
| On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving | Nov 9, 2023 | Autonomous DrivingCommon Sense Reasoning | CodeCode Available | 2 |
| ActiveSplat: High-Fidelity Scene Reconstruction through Active Gaussian Splatting | Oct 29, 2024 | Active 3D ReconstructionDecision Making | CodeCode Available | 2 |
| OverlapMamba: Novel Shift State Space Model for LiDAR-based Place Recognition | May 13, 2024 | Decision MakingLoop Closure Detection | CodeCode Available | 2 |
| Context is Key: A Benchmark for Forecasting with Essential Textual Information | Oct 24, 2024 | Decision MakingTime Series | CodeCode Available | 2 |
| AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making | Nov 6, 2024 | Decision MakingDiversity | CodeCode Available | 2 |
| ADAPT: Action-aware Driving Caption Transformer | Feb 1, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games | Apr 26, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| Polis: Scaling Deliberation by Mapping High Dimensional Opinion Spaces | Jul 22, 2021 | Data VisualizationDecision Making | CodeCode Available | 2 |
| Position: Foundation Agents as the Paradigm Shift for Decision Making | May 27, 2024 | Decision MakingPosition | CodeCode Available | 2 |
| A Comprehensive Guide to Explainable AI: From Classical Models to LLMs | Dec 1, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Can Graph Learning Improve Planning in LLM-based Agents? | May 29, 2024 | Decision MakingGraph Learning | CodeCode Available | 2 |
| AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models | Apr 13, 2023 | Decision MakingMath | CodeCode Available | 2 |
| ProAgent: From Robotic Process Automation to Agentic Process Automation | Nov 2, 2023 | Decision 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 |
| CausalPFN: Amortized Causal Effect Estimation via In-Context Learning | Jun 9, 2025 | Decision MakingHeterogeneous Treatment Effect Estimation | 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 |
| Do As I Can, Not As I Say: Grounding Language in Robotic Affordances | Apr 4, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| MACRec: a Multi-Agent Collaboration Framework for Recommendation | Feb 23, 2024 | Conversational RecommendationDecision Making | CodeCode Available | 2 |
| ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild | Jul 4, 2024 | Chart UnderstandingDecision Making | CodeCode Available | 2 |
| Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support | Feb 25, 2025 | Decision MakingDiagnostic | CodeCode Available | 2 |
| Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees | May 16, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| Conditioning Sparse Variational Gaussian Processes for Online Decision-making | Oct 28, 2021 | Active LearningDecision Making | CodeCode Available | 1 |
