Gerhard Neumann

9 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-5483-4225

Karlsruhe Institute of Technology

Publications

• Robust Black-Box Optimization for Stochastic Search and Episodic Reinforcement Learning — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Trust-Region Variational Inference with Gaussian Mixture Models — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Deep Reinforcement Learning for Swarm Systems — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Model-Free Trajectory-based Policy Optimization with Monotonic Improvement — Journal of Machine Learning Research 2018 (name-matched, not ORCID-linked)
• A Survey of Preference-Based Reinforcement Learning Methods — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Non-parametric Policy Search with Limited Information Loss — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Hierarchical Relative Entropy Policy Search — Journal of Machine Learning Research 2016
• Policy Evaluation with Temporal Differences: A Survey and Comparison — Journal of Machine Learning Research 2014