Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription

13 Feb 2020Olivier FranconSantiago GonzalezBabak HodjatElliot MeyersonRisto MiikkulainenXin QiuHormoz Shahrzad

There is now significant historical data available on decision making in organizations, consisting of the decision problem, what decisions were made, and how desirable the outcomes were. Using this data, it is possible to learn a surrogate model, and with that model, evolve a decision strategy that optimizes the outcomes... (read more)

PDF Abstract


No code implementations yet. Submit your code now

Results from the Paper

  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper