Overview of reinforcement learning techniques and various implementations
Overview of Reinforcement Learning Technology
Reinforcement learning is a branch of machine learning in whi...
2023-05
Protected: Inference by Gibbs sampling in a topic model as an applied model of Bayesian inference.
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Protected: Overview of the topic model as an applied model of Bayesian inference and application of variational inference
Overview of topic models as applied Bayesian inference models for digital transformation, artificial intelligence, and machine learning tasks and application of variational inference variational inference algorithms, Dirichlet distribution, categorical distribution, LDA, topic models in multimedia
Protected: Hidden Markov model building and structured variational inference in Bayesian inference
Hidden Markov model building and structured variational inference (mini-batch, structured variational inference, fully decomposed variational inference, additional learning, underflow, message passing, exact inference algorithms, forward-backward algorithms, approximate distribution of parameters) in Bayesian inference for digital transformation, artificial intelligence, machine learning tasks.
Overview of cloud computing and AWS and various implementation patterns
What is Cloud Computing?
Cloud computing is a computing model that provides resources and services via the Inter...
Protected: Reinforcement learning application areas (2)
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Protected: Reinforcement learning application areas (1)Behavior Optimization
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About ATTENTION in Deep Learning
About "Attention Is All You Need"
"Attention Is All You Need" will be the paper that proposed a neural netwo...
Protected: Overcoming Weaknesses in Deep Reinforcement Learning Dealing with Locally Optimal Behavior/Overlearning (2) Inverse Reinforcement Learning
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Protected: Overcoming Weaknesses in Deep Reinforcement Learning Dealing with Locally Optimal Behavior/Overlearning(1)Imitation Learning
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