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Implement Successor Options #40

@tmssmith

Description

@tmssmith

Describe You Feature
Replicate Ramesh et al. (2019) paper, code

Is your feature request related to a problem? Please describe.
No

Describe the solution you'd like
In order of priority:

  1. Base Successor Options
  2. Incremental Successor Options
  3. Non-uniform and Adaptive-Exploration Successor Options

Additional context
The exploration methods described in (3) above may not be relevant to epoch-based evaluation (with $\epsilon=0$). Further, exploration strategies may be better implemented at the agent level not the option level.

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algorithmRequest for a new HRL algorithm implementation.

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