Overview of TRPO-CMA and examples of algorithms and implementations
Overview of the TRPO-CMA
TRPO-CMA (Trust Region Policy Optimization with Covariance Matrix Adaptation) is o...
Overview of linear-quadratic programming (LQ problems), algorithms and implementation examples
Linear quadratic programming (LQ problem)
Linear quadratic programming (LQ problem, Linear Quadratic Problem) i...
Rational Thought in Ancient China – Guanzi
Guanzi
In this issue, I would like to discuss the "Guanzi" mentioned in "On the Road: The Way of the Bin".
The...
Modeling Gaussian and non-Gaussian worlds
Gaussian world
The probabilistic approach to machine learning, described in “Probabilistic Approaches to M...
Overview of diversity promotion ranking and examples of algorithms and implementations.
Overview of diversity promotion rankings
Diversity-Enhanced Ranking is a ranking method that aims to display d...
Overview of the Dirichlet Process (DP), its algorithms, and examples of implementations
Overview of the Dirichlet Process (Dirichlet Process, DP)
The Dirichlet Process (DP) is a powerful tool fo...
Overview of SNGAN (Spectral Normalization GAN), algorithms and implementation examples
Overview of SNGAN (Spectral Normalization GAN)
SNGAN (Spectral Normalization GAN) is a method that introduces...
Differences between hidden Markov and state-space models
Differences between hidden Markov and state-space models
The Hidden Markov Model (HMM) described in "Ove...
Overview of the DFP method (Davidon-Fletcher-Powell method), its algorithm and examples of its implementation
Overview of DFP method (Davidon-Fletcher-Powell method)
The DFP method (Davidon-Fletcher-Powell method) is one...
Metaverse control using natural language processing and generative AI
Controlling the metaverse through natural language
The manipulation of the metaverse through natural langu...