100+ Model based rl PowerPoint (PPT) Presentations, Model based rl PPTs

Model based rl - PowerPoint PPT Presentation

Reinforcement Learning

Presented by: Kyle Feuz. Reinforcement Learning. Outline. Motivation MDPs RL Model-Based Model-Free Q-Learning SARSA Challenges. Examples. Pac-Man Spider. MDPs. 4-tuple (State, Actions, Transitions, Rewards). Important Terms. Policy Reward Function Value Function Model.

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269 views • 25 slides

Thomas Trappenberg

Reinforcement learning. Thomas Trappenberg. Three kinds of learning: Supervised learning 2. Unsupervised Learning 3. Reinforcement learning. Detailed teacher that provides desired output y for a given input x: training set { x , y }

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385 views • 24 slides

World models and basis functions

World models and basis functions. Nisheeth 25 th January 2019. Levels of analysis. RL in the brain. What is the problem? Reinforcement ? learning preferences for actions that lead to desirable outcomes How is it solved?

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229 views • 22 slides

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Model based rl - PowerPoint PPT Presentation

Reinforcement Learning

Thomas Trappenberg

World models and basis functions