عنوان فارسی مقاله: یادگیری تقویتی
عنوان انگلیسی مقاله:
بخشی از مقاله
Explore/Exploit Tradeoff
Can’t always choose the action with highest Q-value The Q-function is initially unreliable Need to explore until it is optimal Most common method: ε-greedy Take a random action in a small fraction of steps (ε) Decay ε over time There is some work on optimizing exploration Kearns & Singh, ML 1998 But people usually use this simple method
دانلود رایگان مقاله پاورپوینت انگلیسی Reinforcement Learning
کلمات کلیدی:
CS 294 Deep Reinforcement Learning, Spring 2017rll.berkeley.edu/deeprlcourse/Instructors: Sergey Levine, John Schulman, Chelsea Finn. Lectures: Mondays and Wednesdays, 9:00am-10:30am in 306 Soda Hall. Office Hours: MW ...Reinforcement Learningwww0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.htmlUCL Course on RL. Advanced Topics 2015 (COMPM050/COMPGI13). Reinforcement Learning. Contact: d.silver@cs.ucl.ac.uk. Video-lectures available here.Deep Reinforcement Learning: Pong from Pixels - Andrej Karpathy blogkarpathy.github.io/2016/05/31/rl/May 31, 2016 - This is a long overdue blog post on Reinforcement Learning (RL). RL is hot! You may have noticed that computers can now automatically learn ...Algorithms of Reinforcement Learning: A new book by Csaba ...https://sites.ualberta.ca/~szepesva/RLBook.htmlCsaba Szepesvári: Algorithms for Reinforcement Learning.Simple Reinforcement Learning with Tensorflow Part 0: Q-Learning ...https://medium.com/.../simple-reinforcement-learning-with-tensorflow-part-0-q-learni...Aug 25, 2016 - For this tutorial in my Reinforcement Learning series, we are going to be exploring a family of RL algorithms called Q-Learning algorithms.11.3 Reinforcement Learning - Artificial Intelligence: Foundations of ...artint.info/html/ArtInt_262.htmlThis is the problem of reinforcement learning. This chapter only considers fully observable, single-agent reinforcement learning [although Section 10.4.2 ...Searches related to Reinforcement Learningreinforcement learning david silverreinforcement learning coursereinforcement learning bookreinforcement learning deep learningreinforcement learning examplereinforcement learning psychologyreinforcement learning tutorialreinforcement learning algorithms
