On the Complexity of Exploration in Goal-Driven Navigation

Building agents that can explore their environments intelligently is a challenging open problem. In this paper, we make a step towards understanding how a hierarchical design of the agent's policy can affect its exploration capabilities... (read more)

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METHOD TYPE
Entropy Regularization
Regularization
PPO
Policy Gradient Methods