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[WIP] Explicitly represent policies as dense vectors#36

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johnmyleswhite wants to merge 1 commit intomasterfrom
jmw/policies
Open

[WIP] Explicitly represent policies as dense vectors#36
johnmyleswhite wants to merge 1 commit intomasterfrom
jmw/policies

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@johnmyleswhite
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This is 25% done. Steps that are being taken:

  • All algorithms now come with a policy field
  • All constructors and initializers are updated to handle this
  • Update the policy field using update_policy!
  • Extract the policy field using policy(alg)
  • TODO: Switch choose_arm() over to sampling from a Categorical

All algorithms now come with a policy field
All constructors and initializers are updated to handle this
Update the policy field using update_policy!
Extract the policy field using policy(alg)
TODO: Switch choose_arm() over to sampling from a Categorical
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