| Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching | Dec 16, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 2 | 5 |
| iVideoGPT: Interactive VideoGPTs are Scalable World Models | May 24, 2024 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 2 | 5 |
| Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent | Feb 15, 2024 | AllDecision Making | 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 |
| Do As I Can, Not As I Say: Grounding Language in Robotic Affordances | Apr 4, 2022 | Decision MakingLanguage Modeling | 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 |
| LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language Models | Jan 5, 2025 | Decision MakingRAG | CodeCode Available | 2 | 5 |
| Cross-Prediction-Powered Inference | Sep 28, 2023 | Decision MakingMissing Labels | CodeCode Available | 2 | 5 |
| Cumulative Reasoning with Large Language Models | Aug 8, 2023 | Decision MakingLogical Reasoning | 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 |
| LLM-PySC2: Starcraft II learning environment for Large Language Models | Nov 8, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 2 | 5 |
| Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving | May 24, 2024 | Autonomous DrivingDecision 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 |
| Agentic Knowledgeable Self-awareness | Apr 4, 2025 | Decision Making | CodeCode Available | 2 | 5 |
| LVBench: An Extreme Long Video Understanding Benchmark | Jun 12, 2024 | Decision MakingVideo Understanding | CodeCode Available | 2 | 5 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning | Feb 28, 2024 | Contrastive LearningDecision Making | CodeCode Available | 2 | 5 |
| Concept Bottleneck Language Models For protein design | Nov 9, 2024 | Decision MakingDrug Discovery | CodeCode Available | 2 | 5 |
| MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models | Aug 17, 2023 | Decision MakingHallucination | CodeCode Available | 2 | 5 |
| CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games | Mar 12, 2025 | Decision MakingVision-Language-Action | CodeCode Available | 2 | 5 |
| CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis | Jul 18, 2024 | Decision MakingDiagnostic | CodeCode Available | 2 | 5 |
| MACRec: a Multi-Agent Collaboration Framework for Recommendation | Feb 23, 2024 | Conversational RecommendationDecision Making | CodeCode Available | 2 | 5 |
| Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey | Apr 29, 2025 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 2 | 5 |
| BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents | Aug 11, 2023 | BenchmarkingDecision Making | CodeCode Available | 2 | 5 |
| Natural Language Reinforcement Learning | Nov 21, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 2 | 5 |
| A Comprehensive Guide to Explainable AI: From Classical Models to LLMs | Dec 1, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 | 5 |
