| 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 |
| 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 |
| Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning | Dec 12, 2024 | Decision Making | CodeCode Available | 2 |
| Process Reward Model with Q-Value Rankings | Oct 15, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| CausalPFN: Amortized Causal Effect Estimation via In-Context Learning | Jun 9, 2025 | Decision MakingHeterogeneous Treatment Effect Estimation | CodeCode Available | 2 |
| MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning | Jul 23, 2024 | BenchmarkingDecision Making | CodeCode Available | 2 |
| V-Max: A Reinforcement Learning Framework for Autonomous Driving | Mar 11, 2025 | Autonomous DrivingDecision Making | CodeCode Available | 2 |