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Documents Game Theory Statistics 802. Lecture Agenda Overview of games 2 player games representations 2 player...

Slide 1 Game Theory Statistics 802 Slide 2 Lecture Agenda Overview of games 2 player games representations 2 player zero-sum games Render/Stair/Hanna text CD QM for Windows…

Documents 1 Markov Decision Processes * Based in part on slides by Alan Fern, Craig Boutilier and Daniel Weld.

* Markov Decision Processes * Based in part on slides by Alan Fern, Craig Boutilier and Daniel Weld * Percepts Actions ???? World perfect fully observable instantaneous deterministic…

Documents Markov Decision Processes Infinite Horizon Problems

* Markov Decision Processes Infinite Horizon Problems Alan Fern * * Based in part on slides by Craig Boutilier and Daniel Weld * What is a solution to an MDP? MDP Planning…

Documents Cooperative Q-Learning Lars Blackmore and Steve Block

Cooperative Q-Learning Lars Blackmore and Steve Block Expertness Based Cooperative Q-learning Ahmadabadi, M.N.; Asadpour, M IEEE Transactions on Systems, Man and Cybernetics…

Documents Chapter 6 Security Valuation. Valuing Bonds A typical corporate bond has: Face value of $1,000,...

Chapter 6 Security Valuation Valuing Bonds A typical corporate bond has: Face value of $1,000, which is paid to holder of bond at maturity Stated rate of interest (often…

Documents Sponsored by Supported by Kevin Empey Director of Consulting Services, Towers Watson Introducing and...

Change Leadership Training Sales Deck Kevin Empey Director of Consulting Services, Towers Watson Introducing and Maintaining Market Based Reward Systems Sponsored by Supported…

Documents Reinforcement learning This is mostly taken from Dayan and Abbot ch. 9

Reinforcement learning This is mostly taken from Dayan and Abbot ch. 9 Reinforcement learning is different than supervised learning in that there is no all knowing teacher,…

Documents Cooperative Q-Learning Lars Blackmore and Steve Block

Cooperative Q-Learning Lars Blackmore and Steve Block Multi-Agent Reinforcement Learning: Independent vs. Cooperative Agents Tan, M Proceedings of the 10th International…

Documents 6/26/20071 ACQ and the Basal Ganglia Jimmy Bonaiuto USC Brain Project 6/26/2007.

ACQ and the Basal Ganglia Jimmy Bonaiuto USC Brain Project 6/26/2007 Actor-Critic Learning Actor – learns action policy Critic – learns value functions Different actor-critic…

Documents Cooperative Q-Learning Lars Blackmore and Steve Block Multi-Agent Reinforcement Learning:...

Cooperative Q-Learning Lars Blackmore and Steve Block Multi-Agent Reinforcement Learning: Independent vs. Cooperative Agents Tan, M Proceedings of the 10th International…