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Value Iteration Networks

Topic: RL

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Learn to Plan

VIN for planning in RL.

Architecture

Conv layers for value iteration. Attention for computing.

Benefits

Learn planning computation. Differentiable.

Applications

Navigation. POMDPs.

Key Takeaways

  1. Learn planning as neural network
  2. Differentiable planning
  3. VIN architecture

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