What is the best way for game playing problem?

Discussion Forum

What is the best method to go for the game playing problem * 2 points?

Heuristic search is best method for game playing problems.

How the process of game playing is resembling to a search problem?

The most common search technique in game playing is Minimax search procedure. It is depth-first depth-limited search procedure. It is used for games like chess and tic-tac-toe. MOVEGEN : It generates all the possible moves that can be generated from the current position.

Which one is a game playing algorithm?

Min-Max algorithm is mostly used for game playing in AI. Such as Chess, Checkers, tic-tac-toe, go, and various tow-players game. This Algorithm computes the minimax decision for the current state. In this algorithm two players play the game, one is called MAX and other is called MIN.

Will A * always find the lowest cost path?

If the heuristic function is admissible, meaning that it never overestimates the actual cost to get to the goal, A* is guaranteed to return a least-cost path from start to goal.

Which gaming algorithm did Deep Blue apply?

Deep Blue used custom VLSI chips to execute the alpha-beta search algorithm in parallel, an example of GOFAI (Good Old-Fashioned Artificial Intelligence).

What is heuristic approach?

What Are Heuristics? A heuristic, or heuristic technique, is any approach to problem-solving that uses a practical method or various shortcuts in order to produce solutions that may not be optimal but are sufficient given a limited timeframe or deadline.

Which is the most straightforward approach for planning algorithm?

state space search
Which is the most straightforward approach for planning algorithm? Explanation: The straightforward approach for planning algorithm is state space search because it takes into account of everything for finding a solution.

Which search method will expand the node that is closest to?

best first search algorithm
In the best first search algorithm, we expand the node which is closest to the goal node and the closest cost is estimated by heuristic function, i.e.

What is an algorithm search method?

Searching Algorithms are designed to check for an element or retrieve an element from any data structure where it is stored.

Which is the best way to go for game playing problem in AI?

Explanation: we use a heuristic approach, as it will find out brute force computation, looking at hundreds of thousands of positions. e.g chess competition between human and ai based computer.

What is perfect decision game in AI?

Perfect information: A game with the perfect information is that in which agents can look into the complete board. Agents have all the information about the game, and they can see each other moves also. Examples are Chess, Checkers, Go, etc. Examples are chess, Checkers, Go, tic-tac-toe, etc.