Uninformed Search Strategies - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(c): Uninformed Search Strategies
For finding the solution one can make use of explicit search tree that is generated by the initial state and the successor function that together define the state space.
Uninformed Search Strategies - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(c): Uninformed Search Strategies
To choose an appropriate method for a particular problem it is important to study the problem characteristics.
Uninformed Search Strategies - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(c): Uninformed Search Strategies
There are variety of task environments ranging from easier to complex ones, therefore problem solving approach should be realistic which can give solution for any type of task environment which in turn is useful for mankind.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
Explain properties of environment.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
An agent is anything (a program, a machine assembly) that can be viewed as perceiving its environment through sensors and acting upon that environment through actuators.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
For solving any type problem (task) in real world one needs formal description of the problem. One should have clear undenstanding of following aspects of the problem →
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
Problems are the issues which comes across any system. A solution is needed to solve that particular problem. Strong intelligence is required to solve such problems.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
When we are specifying agents we need to specify performance measure, the environment and the agent's sensors and actuators. We group all these under the heading of the task environment.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
"Intelligent agent is an intelligent actor, who observe and act upon an environment". Intelligent agent is magnum-opus. The term 'Intelligent thinker' is different from intelligent agent.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
In previous section we have seen various types of agents, now let us see the details of environment where in agent is going to work. A task environment is essentially a problem to which agent is a solution.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
Consider following example, A BLACK BALLS PICKER. It is a simple and made-up world so one can invent many variations.
Intelligent Agents and Problem Solving Agents - Artificial Intelligence and Machine Learning
Subject and UNIT: Artificial Intelligence and Machine Learning: Unit I(b): Intelligent Agents and Problem Solving Agents
If every entry in the agent function is filled correctly then the agent will always do the right thing. Such agent is called as rational agent. Doing the right thing makes agent most successful.