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Implement Successor Options #40

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tmssmith opened this issue Aug 21, 2023 · 0 comments
Open

Implement Successor Options #40

tmssmith opened this issue Aug 21, 2023 · 0 comments
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algorithm Request for a new HRL algorithm implementation.

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@tmssmith
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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.

@tmssmith tmssmith added the feature request Requested feature. label Aug 21, 2023
@tmssmith tmssmith self-assigned this Aug 21, 2023
@tmssmith tmssmith added algorithm Request for a new HRL algorithm implementation. and removed feature request Requested feature. labels Aug 21, 2023
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Labels
algorithm Request for a new HRL algorithm implementation.
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