Piater, Justus

6 publications

ICMLW 2024 Pink Noise LQR: How Does Colored Noise Affect the Optimal Policy in RL? Jakob Hollenstein, Marko Zaric, Samuele Tosatto, Justus Piater

NeurIPS 2023 Regularity as Intrinsic Reward for Free Play Cansu Sancaktar, Justus Piater, Georg Martius

NeurIPSW 2023 Regularity as Intrinsic Reward for Free Play Cansu Sancaktar, Justus Piater, 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

TMLR 2022 Improving the Trainability of Deep Neural Networks Through Layerwise Batch-Entropy Regularization David Peer, Bart Keulen, Sebastian Stabinger, Justus Piater, Antonio Rodriguez-sanchez

ACML 2014 Towards Maximum Likelihood: Learning Undirected Graphical Models Using Persistent Sequential Monte Carlo Hanchen Xiong, Sandor Szedmak, Justus Piater