Proximal Policy Optimization
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This video is part of a series lectures for cs885 offered by pascal poupart at the university waterloo in 2018 and 2020. This was possible thanks to strong hardware architecture and by using. Make sure to watch p.
In 2018 openai made a breakthrough deep reinforcement learning. Ppo) in deep reinforcement learning. Master open ai's roboschool with proximal policy optimization.
After a general overview, dive into proximal optimization. In this episode i introduce policy gradient methods for deep reinforcement learning. Learn reinforcement learning techniques to get bleeding edge results on a variety of environme.
Trust region policy optimization is a fundamental paper for people working in deep reinforcement learning (along with ppo or proximal optimization).