In this chapter, a number of fairly elementary algorithms are developed. They are, namely: linear search; finding the maximal element in an array; a version of binary search; a simple pattern matching algorithm; raising a number to a specific integer power; and finding the integer approximation of a logarithm to the base 2.doi:10.1007/978-3-642-27919-5_3Derrick ...
Code Issues Pull requests Implementations of basic RL algorithms with minimal lines of codes! (pytorch based) machine-learning reinforcement-learning deep-learning simple deep-reinforcement-learning pytorch dqn a3c reinforce ddpg sac acer ppo a2c policy-gradients Updated Apr 22, 2023 Python syncthing...
one child can only have one biological mother (an example of a one to one relationship). To put this into a more mathematical context: Let’s suppose a setSof ordered pairs (x, y) represents the statement “x is the mother of y”. The set S is a one to many relationship, because...
Although data structures and algorithms do not have such a noble dream as mine, their appearance is always the same as mine. Want to increase efficiency in less time and less storage. Where can I start? Irons, the consumption time of CPU and RAM, the bandwidth time of communication, the ...
The first AI winter (1974–1980) was over, and governments started seeing the potential of how useful AI systems could be for the economy and defense forces. Expert systems and software were programmed to simulate the decision-making ability of the human brain in machines. Al algorithms like ...
App Cloud (from salesforce.com) and the Google App Engine are examples of PaaS. Some companies offer web-based services that fall neatly into just one of these categories. Zoom, for example, is clearly an example of SaaS. Others, such as Amazon AWS, offer cloud-based services in all ...
Algorithms have become a vital tool for businesses that want to make the most of technology. At their core, algorithms are instructions that tell computer software how to execute tasks. They allow businesses to perform more efficiently and analyze data using the latest software. Companies use ...
The optim package in PyTorch abstracts the idea of an optimization algorithm and provides implementations of commonly used optimization algorithms. In this example we will use the nn package to define our model as before, but we will optimize the model using the Adam algorithm provided by the opt...
Specific examples of such algorithms are presented, some of which bear a close relationship to certain existing algorithms while others are novel but potentially interesting in their own right. Also given are results that show how such algorithms can be naturally integrated with backpropagation. We ...
among which the most frequently used control algorithms are used. None other than PID. When many students learn PID, they will be intimidated by complicated mathematical formulas. Today, we will put aside the mathematical formulas and use logic and examples to explain to everyone "what is PID?