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cs.LG2024
Learning in complex action spaces without policy gradients
Arash Tavakoli, Sina Ghiassian, Nemanja Rakićević
While conventional wisdom holds that policy gradient methods are better suited to complex action spaces than action-value methods, foundational work has shown that the two paradigm…
cs.HC2024
Public Transit of the Future: Enhancing Well-Being through Designing Human-centered Public Transportation Spaces
Yasaman Hakiminejad, Elizabeth Pantesco, Arash Tavakoli
Studies show that psychological effects are among one of the top concerns for public transportation users. While many Americans spend a significant portion of their time in public…