Janne Karttunen

From Video Game to Real Robot: The Transfer Between Action Spaces

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 challenging, as they require hours of training. To address this, transfer learning can be used to train the policy first in a sim…