4 papers
Practical Analysis of Permeable Concrete Properties with Polypropylene Fiber Addition
Rebeca de M. Kich, Victor A. Kich, Kelvin I. Seibt
One of the recent approaches used to minimize the impacts of the growth of impermeable areas in urban centers is permeable flooring. Permeable floors can be made of concrete and ar…
Bibliographic Analysis of the Capacity and Applicability of Li-Fi Networks
Kelvin I. Seibt, Victor A. Kich, Gabriel V. Heisler
This article aims to bring a metric of capacities and applicability of Light Fidelity (Li-Fi) as a communication system through a direct comparison to subareas of Wireless Fidelity…
Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing
Victor Augusto Kich, Junior Costa de Jesus, Ricardo Bedin Grando +3
Deep Reinforcement Learning (DRL) has produced great achievements since it was proposed, including the possibility of processing raw vision input data. However, training an agent t…
Deep Reinforcement Learning for Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Medium Transition
Ricardo Bedin Grando, Junior Costa de Jesus, Victor Augusto Kich +5
Since the application of Deep Q-Learning to the continuous action domain in Atari-like games, Deep Reinforcement Learning (Deep-RL) techniques for motion control have been qualitat…