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Curiosity-Driven Exploration

Topic: Exploration

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Explore with Curiosity

Intrinsic motivation for RL.

Intrinsic Rewards

Curiosity as reward. Surprise-based.

ICM

Intrinsic curiosity module. Feature space.

Benefits

Learn without external reward. Discover.

Key Takeaways

  1. Curiosity for exploration
  2. ICM approach
  3. Intrinsic rewards

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