2 papers
cs.LG2026
Bandit Algorithms for Deep Brain Stimulation
Arkaprava Gupta, Nicholas Carter, William Zellers +5
Deep Brain Stimulation (DBS) is an effective treatment for Parkinson's disease, but conventional fixed-parameter stimulation can reduce battery life and cause side effects while fa…
cs.LG2025
In-Vivo Training for Deep Brain Stimulation
Nicholas Carter, Arkaprava Gupta, Prateek Ganguli +3
Deep Brain Stimulation (DBS) is a highly effective treatment for Parkinson's Disease (PD). Recent research uses reinforcement learning (RL) for DBS, with RL agents modulating the s…