'Reward functions' presentation slideshows

Factored Approches for MDP & RL

746 views • 59 slides

Contribution Games in Social Networks

Contribution Games in Social Networks. Elliot Anshelevich Rensselaer Polytechnic Institute (RPI) Troy, New York Martin Hoefer RWTH Aachen University Aachen, Germany. Partitioning Effort in a Social Network. Partitioning Effort in a Social Network. 1.

587 views • 58 slides

Optimal Nonmyopic Value of Information in Graphical Models

Optimal Nonmyopic Value of Information in Graphical Models. Efficient Algorithms and Theoretical Limits Andreas Krause, Carlos Guestrin Computer Science Department Carnegie Mellon University. Related applications. Medical expert systems ? select among potential examinations

302 views • 30 slides

Convergent Learning in Unknown Graphical Games

Convergent Learning in Unknown Graphical Games. Dr Archie Chapman, Dr David Leslie , Dr Alex Rogers and Prof Nick Jennings School of Mathematics, University of Bristol and School of Electronics and Computer Science University of Southampton david.leslie@bristol.ac.uk. Playing games?.

273 views • 27 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

369 views • 15 slides