2 papers
cs.LG2026
A Generalized Apprenticeship Learning Framework for Capturing Evolving Student Pedagogical Strategies
Md Mirajul Islam, Xi Yang, Adittya Soukarjya Saha +2
Reinforcement Learning (RL) and Deep Reinforcement Learning (DRL) have advanced rapidly in recent years and have been successfully applied to e-learning environments like intellige…
cs.LG2025
Attention-Based Reward Shaping for Sparse and Delayed Rewards
Ian Holmes, Min Chi
Sparse and delayed reward functions pose a significant obstacle for real-world Reinforcement Learning (RL) applications. In this work, we propose Attention-based REward Shaping (AR…