Dynamic Programming

Theory, Mathematics and Algorithms for Artificial Intelligence Technology

Theory and basic algorithms of artificial intelligence techniques (metaheuristics, graph algorithms, dynamic programming, sphere theory, logic, mathematics) used in digital transformation, artificial intelligence and machine learning tasks.

2023.02.12

ICT技術:ICT Technologylife tips人工知能:Artificial Intelligence

Protected: Overview of model-based approach to reinforcement learning and its implementation in python

Overview of reinforcement learning with model-based approaches used for digital transformation, artificial intelligence, and machine learning tasks and its implementation in python Bellman Equation, Value Iteration, Policy Iteration

2022.10.14

pythonアルゴリズム:Algorithmsオンライン学習強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Protected: Dynamic Programming Algorithms and Data Structures

Algorithms and data structures of dynamic programming (memoization, Fibonacci sequence, knapsack problem), a fundamental technique of machine learning used in digital transformation, artificial intelligence and machine learning tasks.

2022.08.09

アルゴリズム:Algorithmsプログラミング言語:Programming Language

Protected: Planning Problems (2) Implementation of Dynamic Programming (Value Iterative Method and Measure Iterative Method)

Implementation of Dynamic Programming (Value Iteration and Policy Iteration) for Planning Problems as Reinforcement Learning for Digital Transformation , Artificial Intelligence and Machine Learning Tasks

2022.01.18

オンライン学習強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Planning Problems(1) – Approaches Using Dynamic Programming and Theoretical Underpinnings

Reinforcement learning by planning problems (dynamic programming and linear programming) for sequential decision problems in known environments used for digital transformation , artificial intelligence and machine learning tasks.

2022.01.17

強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Speech Recognition: Overview and Application of Dynamic Programming (DP)

Overview of speech recognition techniques that can be used for digital transformation and artificial intelligence tasks, and recognition techniques using dynamic programming (DP) methods (DP matching, beam search, word spotting, two-stage DP matching, level building method, one-pass DP matching)

2021.09.29

機械学習:Machine Learning深層学習:Deep Learning音声信号認識技術