100+ Time dynamic programming barto PowerPoint (PPT) Presentations, Time dynamic programming barto PPTs

Time dynamic programming barto - PowerPoint PPT Presentation

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4/3. General model has no initial state; complex cost and reward functions, and finite/infinite/indefinite horizons Standard algorithms are Value and Policy iteration Have to look at the entire state space Can be made even more general with Partial observability (POMDPs)

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757 views • 60 slides

Concurrent Markov Decision Processes

Concurrent Markov Decision Processes. Mausam, Daniel S. Weld University of Washington Seattle. What action next? . Planning. Environment. Percepts. Actions. Motivation. Two features of real world planning domains : Concurrency (widely studied in the Classical Planning literature)

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422 views • 31 slides

Examples of MDPs

Examples of MDPs. Goal-directed, Indefinite Horizon, Cost Minimization MDP < S , A , P r, C , G , s 0 > Most often studied in planning community Infinite Horizon, Discounted Reward Maximization MDP < S , A , P r, R , ? > Most often studied in reinforcement learning

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369 views • 15 slides

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Time dynamic programming barto - PowerPoint PPT Presentation

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Concurrent Markov Decision Processes

Examples of MDPs