Active Reinforcement Learning
CSC 261 - Artificial Intelligence - Weinman
Answer the following questions. Record your answers in your Reading
Journal.
- Describe a situation from your own experience when you have needed
to tradeoff between exploration and exploitation, as
described in the text.
- Select the sentence or short passage (no more than three sentences)
from today's reading that you feel best distinguishes between
a passive ADP agent and an active ADP learning agent.
Briefly explain your selection.
- In your opinion, what are the biggest
- advantage, and
- disadvantage
of a model-free method like Q-learning? Explain whether you
feel the advantage(s) outweigh the disadvantage(s).