5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
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…
cs.LG2024
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.LG2018★ 5 cited
Relative Importance Sampling for off-Policy Actor-Critic in Deep Reinforcement Learning
Mahammad Humayoo, Gengzhong Zheng, Xiaoqing Dong +7
Off-policy learning exhibits greater instability when compared to on-policy learning in reinforcement learning (RL). The difference in probability distribution between the target p…