Question

. Let’s look into the scenario given and answer the question:
Let’s play a game: We have an agent, a robot, and a reward (diamond here) with many
hurdles (fires) in between. The goal of the robot is to get the reward (diamond) and to
avoid the hurdles (fire). The robot learns by trying all the possible paths and then chooses
the path which reaches the reward while encountering the least hurdles. Each correct
step will bring the robot closer to the diamond while accumulating some points and each
wrong step will push the robot away from the diamond and will take away some of the
accumulated points. The reward (diamond) will be assigned to the robot when it reaches
the final stage of the game.
Which kind of ML algorithm is applied in the above game? Explain it in detail.

Answer 1

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