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Machine Learning Multi-Agent Reinforcement Learning

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Multiple Choice

In Multi-Agent Reinforcement Learning (MARL), what is the primary challenge that distinguishes it from single-agent RL?

  1. The need for centralized decision-making.
  2. The presence of multiple agents with potentially conflicting goals.
  3. The requirement for perfect information about the environment.
  4. The lack of a well-defined reward function.
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