Farookh Khadeer Hussain

Hierarchical Reinforcement Learning with Optimal Level Synchronization Based on Flow-Based Deep Generative Model

JaeYoon Kim, Junyu Xuan, Christy Liang, Farookh Khadeer Hussain

High-dimensional state and action spaces com- bined with sparse reward structures in reinforcement learning (RL) environments typically require advanced control architec- tures. Hierarchical Reinforcement Learning (HRL) demonstrates superior performance compared to atomic RL appr…Read more