12 citations · 23 across the 7 of their papers we have counts for
10 papers
Bursts and Triggers: Socially-Driven Activity in Open-Source Co-Editing Networks
Lisi Qarkaxhija, Maximilian Capraro, Stefan Menzel +2
The long-term sustainability of Open Source Software (OSS) communities depends on the activity of their developers, yet the social mechanisms driving this collective behavior remai…
Large Language and Text-to-3D Models for Engineering Design Optimization
Thiago Rios, Stefan Menzel, Bernhard Sendhoff
The current advances in generative AI for learning large neural network models with the capability to produce essays, images, music and even 3D assets from text prompts create oppo…
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives
Gan Ruan, Leandro L. Minku, Stefan Menzel +2
Different from most other dynamic multi-objective optimization problems (DMOPs), DMOPs with a changing number of objectives usually result in expansion or contraction of the Pareto…
A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems
Hao Tong, Leandro L. Minku, Stefan Menzel +2
The capacitated arc routing problem (CARP) is a challenging combinatorial optimisation problem abstracted from many real-world applications, such as waste collection, road gritting…
Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners
Rodrigo Canaan, Xianbo Gao, Youjin Chung +3
Hanabi is a cooperative game that challenges exist-ing AI techniques due to its focus on modeling the mental states ofother players to interpret and predict their behavior. While t…
Generating and Adapting to Diverse Ad-Hoc Cooperation Agents in Hanabi
Rodrigo Canaan, Xianbo Gao, Julian Togelius +2
Hanabi is a cooperative game that brings the problem of modeling other players to the forefront. In this game, coordinated groups of players can leverage pre-established convention…