2 papers
cs.LG2025
Segmenting Action-Value Functions Over Time-Scales in SARSA via TD()
Mahammad Humayoo
In numerous episodic reinforcement learning (RL) environments, SARSA-based methodologies are employed to enhance policies aimed at maximizing returns over long horizons. Traditiona…
cs.LG2024
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks
Naveed Ur Rehman Junejo, Muhammad Wasim Nawaz, Qingsheng Huang +3
The ability to accurately predict and analyze student performance in online education, both at the outset and throughout the semester, is vital. Most of the published studies focus…