OFFER: Off-environment reinforcement learning

Policy gradient methods have been widely applied in reinforcement learning. For reasons of safety and cost, learning is often conducted using a simulator. However, learning in simulation does not traditionally utilise the opportunity to improve learning by adjusting certain environment variables - s...

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Bibliographic Details
Main Authors: Ciosek, K, Whiteson, S
Format: Conference item
Language:English
Published: AAAI Press 2017