10 citations · 18 across the 9 of their papers we have counts for
3 papers · 1 filter
A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
In this work we apply deep reinforcement learning to the problems of navigating a three-dimensional environment and inferring the locations of human speaker audio sources within, i…
A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
In this work we use deep reinforcement learning to create an autonomous agent that can navigate in a two-dimensional space using only raw auditory sensory information from the envi…
Online Co-movement Pattern Prediction in Mobility Data
Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis +1
Predictive analytics over mobility data are of great importance since they can assist an analyst to predict events, such as collisions, encounters, traffic jams, etc. A typical exa…