The Markov Decision Process (MDP) is a mathematical framework used to model decision-making in stochastic environments. It plays a crucial role in reinforcement learning (RL), robotics, and optimization problems, helping AI systems make sequential decisions under uncertainty. MDP consists of states, actions, transition probabilities, rewards, and policies, enabling AI models to evaluate and choose the ...
Artificial intelligence (AI) is making significant strides across various industries, and agriculture is no exception. In an era of increasing population and dwindling natural resources, AI offers innovative solutions to some of the most pressing challenges in farming, from crop management to efficient resource use. Traditional farming practices, which rely heavily on manual labor and ...
Did you know that artificial intelligence (AI) systems rely on sophisticated techniques to represent and reason with knowledge? Without proper knowledge representation, AI would be unable to understand, process, or use the information it receives. Knowledge representation forms the foundation of intelligent behavior, enabling AI systems to simulate human-like reasoning. This article explores the concept ...
Search algorithms are a fundamental part of artificial intelligence (AI), enabling machines to find solutions by exploring possible states or paths. There are two main types of search algorithms: informed and uninformed. While uninformed search algorithms explore the search space without additional knowledge, informed search algorithms use heuristic information to guide the search process more ...
An expert system is a branch of artificial intelligence (AI) designed to simulate human expertise and decision-making abilities in specific domains. These systems are widely used for solving complex problems where human expert knowledge is required. Expert systems are integral to industries such as healthcare, finance, and manufacturing, providing reliable, data-driven decisions. What is an ...
In the world of artificial intelligence (AI), search algorithms play a critical role in finding solutions to complex problems, especially in pathfinding. Among these algorithms, the A Search Algorithm* stands out as one of the most efficient and widely used, especially in fields like robotics, gaming, and navigation. Its ability to find the shortest path ...
Artificial Intelligence (AI) is transforming industries in India, driving innovation and economic growth. As one of the fastest-growing tech hubs, India is home to numerous AI companies that are revolutionizing sectors like healthcare, logistics, and finance. This article highlights the top 15 AI companies in India in 2025 that are leading the AI revolution. What ...
Team Applied AI
Abhimanyu Saxena
