Advanced 3 min read
Problem Solving in Artificial Intelligence
The reflex agent of AI directly maps states into action. Whenever these agents fail to operate in an environment where…
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Advanced 6 min read
Constraint Satisfaction Problems in Artificial Intelligence
Constraint Satisfaction Problems in Artificial Intelligence We have seen so many techniques like Local search, Adversarial search to solve different…
Advanced 4 min read
Alpha-beta Pruning in Artificial Intelligence
Alpha-beta pruning is an advance version of MINIMAX algorithm. The drawback of minimax strategy is that it explores each node…
Advanced 3 min read
Minimax Strategy
In artificial intelligence, minimax is a decision-making strategy under game theory, which is used to minimize the losing chances in a game and to…
Advanced 3 min read
Adversarial Search in Artificial Intelligence
AI Adversarial search: Adversarial search is a game-playing technique where the agents are surrounded by a competitive environment. A conflicting…
Advanced 3 min read
Differences in Artificial Intelligence
Difference between Intelligence and Artificial Intelligence Intelligence Artificial Intelligence It is a natural process or quality given to human beings.…
Advanced 5 min read
Hill Climbing Algorithm in AI
State-space Landscape of Hill climbing algorithm To understand the concept of hill climbing algorithm, consider the below landscape representing the goal…
Advanced 2 min read
Local Search Algorithms and Optimization Problem
The informed and uninformed search expands the nodes systematically in two ways: keeping different paths in the memory and selecting the best suitable path,…
Advanced 3 min read
Heuristic Functions in Artificial Intelligence
Heuristic Functions in AI: As we have already seen that an informed search make use of heuristic functions in order…
Advanced 12 min read
Uninformed Search Strategies – Artificial Intelligence
Breadth-first search (BFS) It is a simple search strategy where the root node is expanded first, then covering all other…
Advanced 10 min read
Problem-solving in Artificial Intelligence
The reflex agents are known as the simplest agents because they directly map states into actions. Unfortunately, these agents fail to operate…
Advanced 6 min read
AI – Agents & Environments
An AI system is composed of an agent and its environment. The agents act in their environment. The environment may…