| Lane Change Classification and Prediction with Action Recognition Networks | Aug 24, 2022 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics | Nov 19, 2020 | Decision Making | CodeCode Available | 1 |
| Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study | Jan 9, 2021 | Decision MakingFire Detection | CodeCode Available | 1 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 |
| Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning | Oct 4, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| An algorithmic framework for synthetic cost-aware decision making in molecular design | Nov 3, 2023 | Decision MakingProperty Prediction | CodeCode Available | 1 |
| LLM-SAP: Large Language Models Situational Awareness Based Planning | Dec 26, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Large-scale moral machine experiment on large language models | Nov 11, 2024 | Autonomous DrivingComputational Efficiency | CodeCode Available | 1 |
| auto-sktime: Automated Time Series Forecasting | Dec 13, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation | Aug 16, 2023 | 3D Human Pose EstimationCollege Computer Science | CodeCode Available | 1 |
| Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions | Jun 4, 2023 | Decision Making | CodeCode Available | 1 |
| Sparse learned kernels for interpretable and efficient medical time series processing | Jul 6, 2023 | Artifact DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| Learning hierarchical behavior and motion planning for autonomous driving | May 8, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Learning High-Level Policies for Model Predictive Control | Jul 20, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Learning Multi-Level Hierarchies with Hindsight | Dec 4, 2017 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories | Dec 29, 2020 | Decision Making | CodeCode Available | 1 |
| ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents | Nov 6, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Learning Robust Rewards with Adversarial Inverse Reinforcement Learning | Oct 30, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making | Jun 24, 2024 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| Learning to Model Opponent Learning | Jun 6, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| A Mamba-based Siamese Network for Remote Sensing Change Detection | Jul 8, 2024 | Change DetectionDecision Making | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation | May 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
