Current Theses & Labs Title Type Contact/Supervisor Assigned Student(s) Active Deep Learning S Till Aczél ,Benjamin Estermann HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. ARC - Turing Test for AI? S Benjamin Estermann ,Joël Mathys HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Automated Electronic Placement and Routing M Florian Grötschla ,Benjamin Estermann HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. DataComp Challenge: Multimodal Deep Learning G Till Aczél ,Benjamin Estermann HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Diversity Sampling for Active Deep Learning S Benjamin Estermann ,Till Aczél HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Machine Unlearning Challenge S Luca Lanzendörfer ,Benjamin Estermann HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Performing Better Trading Strategies in DeFi with the Help of Machine Learning S Benjamin Estermann ,Ye Wang HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Reinforcement Learning on Logic Puzzles M Benjamin Estermann ,Joël Mathys HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Representation Learning for Reinforcement Learning Contd (RL4RL) S Benjamin Estermann HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Swarm Intelligence Reinforcement Learning M Benjamin Estermann ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. ARC - Reasoning with Language and Vision M Joël Mathys ,Benjamin Estermann FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Past Theses & Labs Title Type Contact/Supervisor Assigned Student(s) Distributed Reinforcement Learning for Autonomous Driving in TrackMania [confidential] G Benjamin Estermann ,Luca Lanzendörfer HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving the Interface of the Jass AI G Benjamin Estermann FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Make Blockchain Public Again [confidential] B Benjamin Estermann ,Ye Wang FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Reinforcement Learning Benchmark for Logic Puzzles [confidential] M Luca Lanzendörfer ,Benjamin Estermann FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Representation Learning for Reinforcement Learning [confidential] B Benjamin Estermann FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Swarm Intelligence Cup [confidential] G Benjamin Estermann ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Distributed Setup for Trackmania Reinforcement Learning G Luca Lanzendörfer ,Benjamin Estermann FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. A Neural-Guided Program Synthesis Approach to the Abstraction and Reasoning Challenge [confidential] G Joël Mathys ,Benjamin Estermann HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Abstraction and Reasoning Challenge - Reasoning with Language [confidential] G Joël Mathys ,Benjamin Estermann HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. ,This email address is protected from spam bots. You need JavaScript enabled to view it. Exploring Trading on Decentralized Exchanges using Reinforcement Learning M Benjamin Estermann ,Ye Wang HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Performing Better Trading Strategies in DeFi with the Help of Machine Learning [confidential] S Benjamin Estermann ,Ye Wang HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Reinforcement Learning for the Jass AI [confidential] S Benjamin Estermann ,Xiaofeng Flint Fan HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Code Search for Natural Querying [confidential] B Peter Belcák ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Data Curation Mechanisms for Algorithm Learning B Peter Belcák ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Data-driven Preprocessing of EEG Data M Ard Kastrati ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Disentangling Representations of Graph Drawings [confidential] B Benjamin Estermann ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Disentanglement for Reinforcement Learning B Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving Deep Learning-Powered Iterative Combinatorial Auctions [confidential] B Ye Wang ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Quantifying Effects of Design Decisions in VAE-based Unsupervised Disentanglement Learning [confidential] B Benjamin Estermann ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Using Pattern Recognition and Imitation Learning to Improve the Jass AI [confidential] S Oliver Richter ,Benjamin Estermann HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. User Tailored Jass AI S Oliver Richter ,Benjamin Estermann HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it.
