1 citations · 1 across the 6 of their papers we have counts for
8 papers
Promoting Simple Agents: Ensemble Methods for Event-Log Prediction
Benedikt Bollig, Matthias Függer, Thomas Nowak +1
We compare lightweight automata-based models (n-grams) with neural architectures (LSTM, Transformer) for next-activity prediction in streaming event logs. Experiments on synthetic…
Asymptotic Subspace Consensus in Dynamic Networks
Matthias Függer, Thomas Nowak
We introduce the problem of asymptotic subspace consensus, which requires the outputs of processes to converge onto a common subspace while remaining inside the convex hull of init…
Centralized Permutation Equivariant Policy for Cooperative Multi-Agent Reinforcement Learning
Zhuofan Xu, Benedikt Bollig, Matthias Függer +2
The Centralized Training with Decentralized Execution (CTDE) paradigm has gained significant attention in multi-agent reinforcement learning (MARL) and is the foundation of many re…
A Framework for Streaming Event-Log Prediction in Business Processes
Benedikt Bollig, Matthias Függer, Thomas Nowak
We present a Python-based framework for event-log prediction in streaming mode, enabling predictions while data is being generated by a business process. The framework allows for e…
Majority consensus thresholds in competitive Lotka--Volterra populations
Matthias Függer, Thomas Nowak, Joel Rybicki
One of the key challenges in synthetic biology is devising robust signaling primitives for engineered microbial consortia. In such systems, a fundamental signal amplification probl…
PALS: Distributed Gradient Clocking on Chip
Johannes Bund, Matthias Függer, Moti Medina
Consider an arbitrary network of communicating modules on a chip, each requiring a local signal telling it when to execute a computational step. There are three common solutions to…
Reaching Agreement in Competitive Microbial Systems
Victoria Andaur, Janna Burman, Matthias Függer +4
We study distributed agreement in microbial distributed systems under stochastic population dynamics and competitive interactions. Motivated by recent applications in synthetic bio…
Metastability-Containing Circuits
Stephan Friedrichs, Matthias Függer, Christoph Lenzen
In digital circuits, metastability can cause deteriorated signals that neither are logical 0 or logical 1, breaking the abstraction of Boolean logic. Unfortunately, any way of read…