'Greedy policy' presentation slideshows

Reinforcement Learning Tutorial

555 views • 46 slides

Model-Free vs. Model-Based RL: Q, SARSA, & E 3

Model-Free vs. Model-Based RL: Q, SARSA, & E 3. Administrivia. Reminder: Office hours tomorrow truncated 9:00-10:15 AM Can schedule other times if necessary Final projects Final presentations Dec 2, 7, 9 20 min (max) presentations 3 or 4 per day Sign up for presentation slots today!.

445 views • 26 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

373 views • 15 slides

Monte-Carlo Methods

Monte-Carlo Methods. Learning methods averaging complete episodic returns Slides based on [Sutton & Barto : Reinforcement Learning: An Introduction , 1998]. Differences with DP/TD. Differences with DP methods: Real RL: Complete transition model not necessary

243 views • 11 slides