5 citations · 12 across the 4 of their papers we have counts for
5 papers
Cost Sensitive Optimization of Deepfake Detector
Ivan Kukanov, Janne Karttunen, Hannu Sillanpää +1
Since the invention of cinema, the manipulated videos have existed. But generating manipulated videos that can fool the viewer has been a time-consuming endeavor. With the dramatic…
Playing Minecraft with Behavioural Cloning
Anssi Kanervisto, Janne Karttunen, Ville Hautamäki
MineRL 2019 competition challenged participants to train sample-efficient agents to play Minecraft, by using a dataset of human gameplay and a limit number of steps the environment…
Constant factor approximation of MAX CLIQUE
Tapani Toivonen, Janne Karttunen
MAX CLIQUE problem (MCP) is an NPO problem, which asks to find the largest complete sub-graph in a graph (directed or undirected). MCP is well known to be …
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…