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We propose the implementation of a new interaction type that allows the creation of adaptive social relationships between robots and virtual characters in a real world environment, using reinforcement learning. We present the implementation of a storytelling scenario, which results in an immersion experience for the robot. The robot is able to interact and learn dynamically from the virtual character
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