62 citations · 94 across the 12 of their papers we have counts for
3 papers · 1 filter
Is Vanilla Policy Gradient Overlooked? Analyzing Deep Reinforcement Learning for Hanabi
Bram Grooten, Jelle Wemmenhove, Maurice Poot +1
In pursuit of enhanced multi-agent collaboration, we analyze several on-policy deep reinforcement learning algorithms in the recently published Hanabi benchmark. Our research sugge…
PDE-based Group Equivariant Convolutional Neural Networks
Bart Smets, Jim Portegies, Erik Bekkers +1
We present a PDE-based framework that generalizes Group equivariant Convolutional Neural Networks (G-CNNs). In this framework, a network layer is seen as a set of PDE-solvers where…
SciSports: Learning football kinematics through two-dimensional tracking data
Anatoliy Babic, Harshit Bansal, Gianluca Finocchio +7
SciSports is a Dutch startup company specializing in football analytics. This paper describes a joint research effort with SciSports, during the Study Group Mathematics with Indust…