September 2018
Intermediate to advanced
288 pages
7h 38m
English
book
Keras Reinforcement Learning Projects
by Giuseppe Ciaburro, Sudharsan Ravichandiran, Suriyadeepan Ramamoorthy
Content preview from Keras Reinforcement Learning Projects
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Markov Decision Process
To avoid load problems and computational difficulties, the agent-environment interaction is considered an MDP. An MDP is a discrete-time stochastic control process.
Stochastic processes are mathematical models used to study the evolution of phenomena following random or probabilistic laws. It is known that in all natural phenomena, both by their very nature and by observational errors, a random or accidental component is present. This component causes the following: at every instance of t, the result of the observation on the phenomenon is a random number or random variable st. It is not possible to predict with certainty what the result will be; one can only state that it will take one of several possible values, ...
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