In a reinforcement learning system, what is the purpose of the reward function?

Practise this CPMAI AI Project Exam Prep question free, then download the PDF, watch the video walkthrough, or unlock timed mock exams for the full web bank.

Download PDF Practice test

Multiple choice — select the best answer

ATo calculate the computational complexity of the algorithm
BTo determine the optimal number of training iterations
CTo classify input data into predefined categories
DTo provide feedback that guides the learning agent toward desired behaviors

✓ Correct answer: D. To provide feedback that guides the learning agent toward desired behaviors The reward function in reinforcement learning provides feedback to the agent about the desirability of its actions in different states, guiding the learning process by signaling which actions lead to favorable outcomes and which should be avoided.

.q-expl{display:block!important}.q-opt[data-idx="3"]{border-color:#16a34a;background:#f0fdf4}.q-opt[data-idx="3"] .oltr{background:#16a34a;color:#fff}.q-opt{cursor:default!important;pointer-events:none}

Keep practising. Use the free CPMAI AI Project Exam Prep PDF, watch the YouTube walkthrough, or unlock all 10 web questions with timed mock exams.

Free PDF Video walkthrough

← Previous Next → 🎲 Random question ↩ Back to all questions

Keep practising

In a reinforcement learning system, what is the purpose of the reward function?

Related questions

Free practice here. Timed mocks when you are ready.