ML Anthology

Hollenstein, Jakob

5 publications

ICMLW 2024 Pink Noise LQR: How Does Colored Noise Affect the Optimal Policy in RL? Jakob Hollenstein, Marko Zaric, Samuele Tosatto, Justus Piater
ICLR 2023 Pink Noise Is All You Need: Colored Noise Exploration in Deep Reinforcement Learning Onno Eberhard, Jakob Hollenstein, Cristina Pinneri, Georg Martius
TMLR 2022 Action Noise in Off-Policy Deep Reinforcement Learning: Impact on Exploration and Performance Jakob Hollenstein, Sayantan Auddy, Matteo Saveriano, Erwan Renaudo, Justus Piater
NeurIPSW 2022 Hypernetwork-PPO for Continual Reinforcement Learning Philemon Schöpf, Sayantan Auddy, Jakob Hollenstein, Antonio Rodriguez-sanchez
NeurIPSW 2022 Pink Noise Is All You Need: Colored Noise Exploration in Deep Reinforcement Learning Onno Eberhard, Jakob Hollenstein, Cristina Pinneri, Georg Martius