1 Subjects: “...Planning / http://id.loc.gov/authorities/subjects/sh85102696...”

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3 Table of Contents: “...12.1.1. What is advantage? -- 12.1.2. Calculating advantage during self-play -- 12.2. Designing a...”

4 Table of Contents: “... Gradients and Q-Learning -- Chapter 9: Integrated Learning and Planning -- Chapter 10: Further Exploration...”

5 Table of Contents: “... data adoption -- Big data adoption and planning considerations -- Enterprise technologies and big data...”

6 Table of Contents: “... -- Reinforcement learning and other approaches -- Online case-based planning -- Drawbacks to real-time strategy...”

7 Table of Contents: “... environment -- Training the deep Q-learner to play Atari games -- Putting together a comprehensive deep Q...”

8 “... everything that a human mind can do. Admittedly, computers now play chess at the grandmaster level, but do...”

9 Table of Contents: “... case of reinforcement learning in which we teach an algorithm to successfully play a game against...”

10 Table of Contents: “...: Distributed Reinforcement Learning -- Chapter 13: Curiosity-Driven Exploration -- Chapter 14: Planning with a...”

11 Table of Contents: “... for Dropout; Memory and recurrent networks; Vanishing and exploding gradients rescued by LSTM; Playing Rock...”

12 Table of Contents: “... -- Playing Chess -- Fundamentals of Reinforcement Learning -- Elements of RL -- Agent -- Actions...”

13 Table of Contents: “... literacy -- Planning the data literacy vision -- Communicating the data literacy vision -- Focusing...”

14 Table of Contents: “... Problem Solver; 5.3 Multistage Negotiationin Distributed Planning...”

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16 “...In the mid-eighties, when the neighborhood kids were outside playing kickball and throwing...”

17 “... on interesting challenges like navigating a maze and playing video games. Along the way, you'll work with core...”

18 “... on interesting challenges like navigating a maze and playing video games. Along the way, you'll work with core...”

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20 “... * The integration of machine learning with knowledge acquisition for the design of expert systems * Process planning...”