3 papers
cs.HC2026
Quantitative Movement Testing: Measuring Chronic Pain Patient Movements from a Single Smartphone Video
Pranav Mahajan, Amanda Wall, Eleonora Maria Camerone +7
Chronic pain diminishes quality of life by decreasing functional ability, yet objectively measuring this functional impact remains challenging in real-world settings. While optical…
cs.LG2026
Soft : A multi-step off-policy method for entropy regularised reinforcement learning using eligibility traces
Pranav Mahajan, Ben Seymour
Soft Q-learning has emerged as a versatile model-free method for entropy-regularised reinforcement learning, optimising for returns augmented with a penalty on the divergence from…
q-bio.NC2025
Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning
Vardhan Palod, Pranav Mahajan, Veeky Baths +1
Despite a strong desire to quit, individuals with long-term substance use disorder (SUD) often struggle to resist drug use, even when aware of its harmful consequences. This discon…