Bandit algorithms - PowerPoint PPT Presentation

Monte-Carlo Planning: Introduction and Bandit Basics

Monte-Carlo Planning: Introduction and Bandit Basics. Alan Fern. Large Worlds. We have considered basic model-based planning algorithms Model-based planning : assumes MDP model is available Methods we learned so far are at least poly-time in the number of states and actions

★ ★ ★ ★ ★

616 views • 43 slides

Josh: Tic-tac-toe

Josh: Tic-tac-toe. Where might you find bandit problems?. Clinical Trials Feynman: restaurants E-advertising (Yahoo, MSFT) Rewards to users (Diabetes study, DMN). Utility functions. Action-Value Methods. ε -greedy Vs. running update?. Action-Value Methods. ε -greedy Vs. running update?.

★ ★ ★ ★ ★

419 views • 25 slides

View Bandit algorithms PowerPoint (PPT) presentations online in SlideServe. SlideServe has a very huge collection of Bandit algorithms PowerPoint presentations. You can view or download Bandit algorithms presentations for your school assignment or business presentation. Browse for the presentations on every topic that you want.