Maximilian Hüttenrauch

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Reinforcement Learning

Communication Protocols

Utility Elicitation

Top Venues

J. Mach. Learn. Res.

GECCO Companion

Publications

Philipp Dahlinger, Philipp Becker, Maximilian Hüttenrauch, Gerhard Neumann
Information-Theoretic Trust Regions for Stochastic Gradient-Based Optimization. CoRR (2023)
Maximilian Hüttenrauch, Gerhard Neumann
Regret-Aware Black-Box Optimization with Natural Gradients, Trust-Regions and Entropy Control. CoRR (2022)
Juan Parras, Maximilian Hüttenrauch, Santiago Zazo, Gerhard Neumann
Deep Reinforcement Learning for Attacking Wireless Sensor Networks. Sensors 21 (12) (2021)
Maximilian Hüttenrauch, Gerhard Neumann
Coordinate ascent MORE with adaptive entropy control for population-based regret minimization. GECCO Companion (2021)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Deep Reinforcement Learning for Swarm Systems. J. Mach. Learn. Res. 20 (2019)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Deep Reinforcement Learning for Swarm Systems. CoRR (2018)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Local Communication Protocols for Learning Complex Swarm Behaviors with Deep Reinforcement Learning. ANTS Conference (2018)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Learning Complex Swarm Behaviors by Exploiting Local Communication Protocols with Deep Reinforcement Learning. CoRR (2017)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Guided Deep Reinforcement Learning for Swarm Systems. CoRR (2017)