Distributed Computing
ETH Zurich

Benjamin Estermann

Benjamin Estermann

Distributed Computing Group
Computer Engineering and Networks Laboratory (TIK)
Department Electrical Engineering (D-ITET)
Office ETZ G 60.1
ETH Zurich

Gloriastrasse 35
8092 Zurich
Switzerland

phone+41 44 63 27028
fax+41 44 63 21036
email

Publications

Theses & Labs

Current Theses & Labs

TitleTypeContact/SupervisorAssignedStudent(s)
Active Deep LearningSTill Aczél,
Benjamin Estermann
HS 23
ARC - Turing Test for AI?SBenjamin Estermann,
Joël Mathys
HS 23
Automated Electronic Placement and RoutingMFlorian Grötschla,
Benjamin Estermann
HS 23
DataComp Challenge: Multimodal Deep LearningGTill Aczél,
Benjamin Estermann
HS 23
Diversity Sampling for Active Deep LearningSBenjamin Estermann,
Till Aczél
HS 23
Machine Unlearning ChallengeSLuca Lanzendörfer,
Benjamin Estermann
HS 23
Performing Better Trading Strategies in DeFi with the Help of Machine LearningSBenjamin Estermann,
Ye Wang
HS 23
Reinforcement Learning on Logic PuzzlesMBenjamin Estermann,
Joël Mathys
HS 23
Representation Learning for Reinforcement Learning Contd (RL4RL)SBenjamin EstermannHS 23
Swarm Intelligence Reinforcement LearningMBenjamin Estermann,
Florian Grötschla
HS 23
ARC - Reasoning with Language and VisionMJoël Mathys,
Benjamin Estermann
FS 23

Past Theses & Labs

TitleTypeContact/SupervisorAssignedStudent(s)
Distributed Reinforcement Learning for Autonomous Driving in TrackMania [confidential]GBenjamin Estermann,
Luca Lanzendörfer
HS 23
Improving the Interface of the Jass AIGBenjamin EstermannFS 23
Make Blockchain Public Again [confidential]BBenjamin Estermann,
Ye Wang
FS 23
Reinforcement Learning Benchmark for Logic Puzzles [confidential]MLuca Lanzendörfer,
Benjamin Estermann
FS 23
Representation Learning for Reinforcement Learning [confidential]BBenjamin EstermannFS 23
Swarm Intelligence Cup [confidential]GBenjamin Estermann,
Florian Grötschla
FS 23
Distributed Setup for Trackmania Reinforcement LearningGLuca Lanzendörfer,
Benjamin Estermann
FS 23
A Neural-Guided Program Synthesis Approach to the Abstraction and Reasoning Challenge [confidential]GJoël Mathys,
Benjamin Estermann
HS 22
Abstraction and Reasoning Challenge - Reasoning with Language [confidential]GJoël Mathys,
Benjamin Estermann
HS 22,
Exploring Trading on Decentralized Exchanges using Reinforcement LearningMBenjamin Estermann,
Ye Wang
HS 22
Performing Better Trading Strategies in DeFi with the Help of Machine Learning [confidential]SBenjamin Estermann,
Ye Wang
HS 22
Reinforcement Learning for the Jass AI [confidential]SBenjamin Estermann,
Xiaofeng Flint Fan
HS 22
Code Search for Natural Querying [confidential]BPeter Belcák,
Benjamin Estermann
FS 22
Data Curation Mechanisms for Algorithm LearningBPeter Belcák,
Benjamin Estermann
FS 22
Data-driven Preprocessing of EEG DataMArd Kastrati,
Benjamin Estermann
FS 22
Disentangling Representations of Graph Drawings [confidential]BBenjamin Estermann,
Peter Belcák
FS 22
Disentanglement for Reinforcement LearningBBenjamin EstermannFS 22
Improving Deep Learning-Powered Iterative Combinatorial Auctions [confidential]BYe Wang,
Benjamin Estermann
FS 22
Quantifying Effects of Design Decisions in VAE-based Unsupervised Disentanglement Learning [confidential]BBenjamin Estermann,
Peter Belcák
FS 22
Using Pattern Recognition and Imitation Learning to Improve the Jass AI [confidential]SOliver Richter,
Benjamin Estermann
HS 21
User Tailored Jass AISOliver Richter,
Benjamin Estermann
HS 21