2 papers
q-bio.NC2025
Linking Homeostasis to Reinforcement Learning: Internal State Control of Motivated Behavior
Naoto Yoshida, Henning Sprekeler, Boris Gutkin
For living beings, survival depends on effective regulation of internal physiological states through motivated behaviors. In this perspective we propose that Homeostatically Regula…
cs.LG2024
Discovering Minimal Reinforcement Learning Environments
Jarek Liesen, Chris Lu, Andrei Lupu +3
Reinforcement learning (RL) agents are commonly trained and evaluated in the same environment. In contrast, humans often train in a specialized environment before being evaluated,…