May 2018
Intermediate to advanced
701 pages
13h 10m
English
book
Practical Artificial Intelligence: Machine Learning, Bots, and Agent Solutions Using C#
by Arnaldo Pérez Castaño
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Index
A
A Beautiful Mind
Activision-Blizzard (Call of Duty)
Adversarial search
agents
board-games analysis
constant-sum game
deterministic game environment
imperfect information game
Lee Sedol
vs.
AlphaGo
methods, game types
Minimax search algorithm
SeeMinimax search algorithm
perfect information game
stochastic game environment
utility function
zero-sum game
Agent architectures
deliberative architecture
alternatives generation
BDI architecture
SeeBeliefs, Desires, and Intentions (BDI) architecture
diagram
filtering
goal-based behavior
logical reasoning
means-end reasoning
planning component
practical reasoning
problems
hybrid architecture
goal-based component
horizontal and vertical layering
mediator function
reactive and deliberative components
InteRRaP
properties
reactive architecture ...