efavdb
78 posts


@OpenAI has has opened applications for their 4th Scholars program -- it looks better than ever! jobs.lever.co/openai/90311c5…
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Blog post with code to generate real time policy and value function plots while actor critic RL agent is interacting with environment: efavdb.com/visualize-acto…
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We put together resources to get started in #reinforcementlearning at efavdb.com/pages/rl-resou…, including observations from our own experience with them in the @OpenAI Scholars 2020 program. May this boost the sample efficiency of other learners! 💪
GIF
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@koeppelmann @CiesekSandra Write up on optimal reduction in tests per person via binary search pooling:
github.com/EFavDB/pooling…
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since many are asking: the article did not provide details about the exact method. In the article, they talked only about pools of 5 but that would not allow a 10x scale factor. So I assumed pools of 16 in my Tweet. Maybe @CiesekSandra can share more details.
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Write up of an old idea for reducing test counts needed to screen for disease: Pooling of samples. Written up here to promote what might be a good idea in some circumstances.
github.com/EFavDB/pooling
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New post using dynamic programming to solve a toy #reinforcementlearning problem efavdb.com/reinforcement-…

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New post introducing #ReinforcementLearning with a toy problem efavdb.com/intro-rl-toy-e… using @OpenAI gym environment
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A new post about a simulation framework for exploring population dynamics, natural selection, game theory, and more:
efavdb.com/world-wanderin…
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New post about multiarmed bandits in the context of reinforcement learning: efavdb.com/multiarmed-ban…
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New post from starting in the Spring 2020 cohort of the #OpenAI Scholars program:
efavdb.com/openai-scholar…
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New post: "Universal limiting mean return of CPPI investment portfolios"
This is a sort-of central-limit-theorem like result that holds in some cases for investment portfolios subject to portfolio insurance. See below.
efavdb.com/universal-mean…
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New post: Universal drawdown statistics in investing
efavdb.com/universal-draw…
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