23 citations · 62 across the 9 of their papers we have counts for
3 papers · 1 filter
Generating Stereotypes Automatically For Complex Categorical Features
Nourah ALRossais, Daniel Kudenko
In the context of stereotypes creation for recommender systems, we found that certain types of categorical variables pose particular challenges if simple clustering procedures were…
Resource Abstraction for Reinforcement Learning in Multiagent Congestion Problems
Kleanthis Malialis, Sam Devlin, Daniel Kudenko
Real-world congestion problems (e.g. traffic congestion) are typically very complex and large-scale. Multiagent reinforcement learning (MARL) is a promising candidate for dealing w…
Artificial Intelligence for Prosthetics - challenge solutions
Łukasz Kidziński, Carmichael Ong, Sharada Prasanna Mohanty +47
In the NeurIPS 2018 Artificial Intelligence for Prosthetics challenge, participants were tasked with building a controller for a musculoskeletal model with a goal of matching a giv…