Search Results for author: Moritz A. Zanger

Found 2 papers, 1 papers with code

Diverse Projection Ensembles for Distributional Reinforcement Learning

no code implementations12 Jun 2023 Moritz A. Zanger, Wendelin Böhmer, Matthijs T. J. Spaan

In contrast to classical reinforcement learning, distributional reinforcement learning algorithms aim to learn the distribution of returns rather than their expected value.

Distributional Reinforcement Learning Inductive Bias +1

Safe Continuous Control with Constrained Model-Based Policy Optimization

1 code implementation14 Apr 2021 Moritz A. Zanger, Karam Daaboul, J. Marius Zöllner

Further, we provide theoretical and empirical analyses regarding the implications of model-usage on constrained policy optimization problems and introduce a practical algorithm that accelerates policy search with model-generated data.

Continuous Control Reinforcement Learning (RL) +1

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