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...

Полное описание

Библиографические подробности
Главные авторы: Ciosek, K, Whiteson, S
Формат: Conference item
Язык:English
Опубликовано: AAAI Press 2017