2 papers
cs.LG2022
Understanding the Effects of Second-Order Approximations in Natural Policy Gradient Reinforcement Learning
Brennan Gebotys, Alexander Wong, David A. Clausi
Natural policy gradient methods are popular reinforcement learning methods that improve the stability of policy gradient methods by utilizing second-order approximations to precond…
cs.CV2021
M2A: Motion Aware Attention for Accurate Video Action Recognition
Brennan Gebotys, Alexander Wong, David A. Clausi
Advancements in attention mechanisms have led to significant performance improvements in a variety of areas in machine learning due to its ability to enable the dynamic modeling of…