87 citations · 170 across the 26 of their papers we have counts for
3 papers · 1 filter
Towards Debugging Deep Neural Networks by Generating Speech Utterances
Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong +1
Deep neural networks (DNN) are able to successfully process and classify speech utterances. However, understanding the reason behind a classification by DNN is difficult. One such…
Do Autonomous Agents Benefit from Hearing?
Abraham Woubie, Anssi Kanervisto, Janne Karttunen +1
Mapping states to actions in deep reinforcement learning is mainly based on visual information. The commonly used approach for dealing with visual information is to extract pixels…
From Video Game to Real Robot: The Transfer between Action Spaces
Janne Karttunen, Anssi Kanervisto, Ville Kyrki +1
Deep reinforcement learning has proven to be successful for learning tasks in simulated environments, but applying same techniques for robots in real-world domain is more challengi…