In reinforcement learning scenarios where rapid feedback is not available, which strategy, exploration or exploitation, could be potentially riskier?

  • Exploration
  • Exploitation
  • Both are equally risky
  • Neither is risky
In scenarios with delayed feedback, excessive exploration can be riskier as it might lead to suboptimal decisions due to the lack of immediate feedback. Exploitation, although it doesn't uncover new options, is relatively less risky in such cases.
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