Search Results for author: Jannis Brugger

Found 3 papers, 1 papers with code

Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown

no code implementations13 Feb 2024 Cedric Derstroff, Jannis Brugger, Jannis Blüml, Mira Mezini, Stefan Kramer, Kristian Kersting

It strategically allocates computational resources to focus on promising segments of the search tree, making it a very attractive search algorithm in large search spaces.

Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations

1 code implementation15 Dec 2023 Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer

Eventually, we analyze the learning behavior of the peers and observe their ability to rank the agents' performance within the study group and understand which agents give reliable advice.

OpenAI Gym reinforcement-learning

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