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Evolutionary strategies #46

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tspooner opened this issue Jan 23, 2019 · 0 comments
Open
6 tasks

Evolutionary strategies #46

tspooner opened this issue Jan 23, 2019 · 0 comments
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@tspooner
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tspooner commented Jan 23, 2019 •
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We should add some methods for solving RL problems using evolutionary strategies following the work by Open AI (https://arxiv.org/abs/1703.03864). This includes techniques such as:

  • Vanilla Evolutionary Strategy (ES)
  • Parallelised ES
  • Natural ES
  • CMA-ES
  • Novelty Search (NS)
  • Genetic algorithms (maybe)

The list could go on, but this is a good start.
@tspooner tspooner added the rl label Jan 23, 2019
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