| Combined Model for Partially-Observable and Non-Observable Task Switching: Solving Hierarchical Reinforcement Learning Problems Statically and Dynamically with Transfer Learning | Nov 23, 2019 | Hierarchical Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Efficient Exploration through Intrinsic Motivation Learning for Unsupervised Subgoal Discovery in Model-Free Hierarchical Reinforcement Learning | Nov 18, 2019 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
| Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning | Nov 12, 2019 | Combinatorial OptimizationGraph Embedding | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning Method for Autonomous Vehicle Behavior Planning | Nov 9, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Fairness in Multi-Agent Systems | Oct 31, 2019 | FairnessHierarchical Reinforcement Learning | CodeCode Available | 1 |
| HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators | Oct 24, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Multi-agent Hierarchical Reinforcement Learning with Dynamic Termination | Oct 21, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning | Oct 21, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |
| Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards | Oct 10, 2019 | Hierarchical Reinforcement LearningMuJoCo | CodeCode Available | 0 |
