Search Results for author: Axel Brunnbauer

Found 2 papers, 2 papers with code

Scenario-Based Curriculum Generation for Multi-Agent Autonomous Driving

1 code implementation26 Mar 2024 Axel Brunnbauer, Luigi Berducci, Peter Priller, Dejan Nickovic, Radu Grosu

Especially in real-world application domains, such as autonomous driving, auto-curriculum generation is considered vital for obtaining robust and general policies.

Autonomous Driving

Latent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing

1 code implementation8 Mar 2021 Axel Brunnbauer, Luigi Berducci, Andreas Brandstätter, Mathias Lechner, Ramin Hasani, Daniela Rus, Radu Grosu

World models learn behaviors in a latent imagination space to enhance the sample-efficiency of deep reinforcement learning (RL) algorithms.

Continuous Control Reinforcement Learning (RL)

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