| A Surrogate-Assisted Variable Grouping Algorithm for General Large Scale Global Optimization Problems | Jan 19, 2021 | global-optimizationProblem Decomposition | —Unverified | 0 |
| Fast reinforcement learning with generalized policy updates | Jul 9, 2020 | Decision MakingProblem Decomposition | CodeCode Available | 0 |
| A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems | May 6, 2020 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Divide-and-Conquer Large Scale Capacitated Arc Routing Problems with Route Cutting Off Decomposition | Dec 29, 2019 | ARCProblem Decomposition | —Unverified | 0 |
| Learning Reward Machines for Partially Observable Reinforcement Learning | Dec 1, 2019 | Partially Observable Reinforcement LearningProblem Decomposition | CodeCode Available | 0 |
| Decentralized Task Allocation in Multi-Robot Systems via Bipartite Graph Matching Augmented with Fuzzy Clustering | Jul 20, 2018 | ClusteringDisaster Response | —Unverified | 0 |
| Decomposition Methods with Deep Corrections for Reinforcement Learning | Feb 6, 2018 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks | Sep 20, 2017 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Meta-Optimizing Semantic Evolutionary Search | Jul 11, 2017 | Problem Decomposition | CodeCode Available | 0 |
| Recursive Decomposition for Nonconvex Optimization | Nov 8, 2016 | Combinatorial Optimizationgraph partitioning | —Unverified | 0 |
