44 citations · 191 across the 15 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2020★ 7 cited
Solving the scalarization issues of Advantage-based Reinforcement Learning Algorithms
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
In this research, some of the issues that arise from the scalarization of the multi-objective optimization problem in the Advantage Actor Critic (A2C) reinforcement learning algori…
cs.LG2019★ 3 cited
Formal derivation of Mesh Neural Networks with their Forward-Only gradient Propagation
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
This paper proposes the Mesh Neural Network (MNN), a novel architecture which allows neurons to be connected in any topology, to efficiently route information. In MNNs, information…