3 papers
cs.LG2026
Behavioral Cloning Outperforms Entropy-Regularized RL: Critic-Driven Failure of Actor-Critic Methods on Adaptive Tumor Treatment
Aleksandar Dimitrov, Giacomo Spigler
Adaptive dosing requires policies that reduce tumor burden without excessive toxicity. Learned dosing policies are typically judged against historical or heuristic comparators, whi…
cs.LG2024
Proximal Policy Distillation
Giacomo Spigler
We introduce Proximal Policy Distillation (PPD), a novel policy distillation method that integrates student-driven distillation and Proximal Policy Optimization (PPO) to increase s…
cs.CV2024
Predicting Depression and Anxiety Risk in Dutch Neighborhoods from Street-View Images
Nin Khodorivsko, Giacomo Spigler
Depression and anxiety disorders are prevalent mental health challenges affecting a substantial segment of the global population. In this study, we explored the environmental corre…