1 code implementation • ACL 2022 • Anna Filighera, Siddharth Parihar, Tim Steuer, Tobias Meuser, Sebastian Ochs
Handing in a paper or exercise and merely receiving “bad” or “incorrect” as feedback is not very helpful when the goal is to improve.
1 code implementation • 2 May 2024 • Ahmad Khalil, Tizian Dege, Pegah Golchin, Rostyslav Olshevskyi, Antonio Fernandez Anta, Tobias Meuser
In this paper, we introduce FedProx+LA, a novel FL method building upon the state-of-the-art FedProx and FedLA to tackle data heterogeneity, which is specifically tailored for vehicular networks.
1 code implementation • 7 Feb 2024 • Jannis Weil, Zhenghua Bao, Osama Abboud, Tobias Meuser
The size of the observed neighborhood limits the generalizability to different graphs and affects the reactivity of agents, the quality of the selected actions, and the communication overhead.
no code implementations • 24 Nov 2023 • Jannis Weil, Gizem Ekinci, Heinz Koeppl, Tobias Meuser
In addition to this message size selection, agents learn to encode and decode messages to improve their jointly trained policies.
1 code implementation • 22 May 2023 • Jannis Weil, Johannes Czech, Tobias Meuser, Kristian Kersting
In combination with Reinforcement Learning, Monte-Carlo Tree Search has shown to outperform human grandmasters in games such as Chess, Shogi and Go with little to no prior domain knowledge.
no code implementations • 27 Nov 2021 • Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmuller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Joerg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gurkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars Wolf
Based on the collective input of Dagstuhl Seminar (21342), this paper presents a comprehensive discussion on AI methods and capabilities in the context of edge computing, referred as Edge AI.
no code implementations • 8 Oct 2021 • Tim Steuer, Anna Filighera, Tobias Meuser, Christoph Rensing
However, generating questions automatically poses linguistic and pedagogical challenges.