CURIOSITY (Artificial Intelligence)

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  • Опубліковано 8 чер 2024
  • In this video I discuss the problem of sparse reward enviroments and how OpenAI managed to solve it through the use of curiosity. The method is called Reinforcement Learning with Prediction-Based Rewards and it incentivizes visiting unfamiliar states by measuring how hard it is to predict the output of a fixed random neural network on visited states.
    Support me on Patreon: www.patreon.com/user?u=25285137
    Keep in touch: / sebastianschuc7
    More on the topic: openai.com/blog/reinforcement...
  • Наука та технологія

КОМЕНТАРІ • 19

  • @quite_dumb_profile_picture7687
    @quite_dumb_profile_picture7687 2 роки тому +4

    Machine learning is such a new thing to me and it feels like it has no boundaries in terms of getting knowledge from it.

  • @ZalvadorZali
    @ZalvadorZali 4 роки тому +10

    This video is amazing! What a wonderful job explaining a curiosity centric neural network!

  • @pulsarhappy7514
    @pulsarhappy7514 10 місяців тому +1

    I thought I left a comment on this a year ago but apparently not.
    This is truly amazing stuff and is very well explained.

  • @sharannagarajan4089
    @sharannagarajan4089 7 місяців тому

    Amazing video invoking my curiosity

  • @bigedwerd
    @bigedwerd 4 роки тому +2

    I would love to see more on curiosity.

  • @srikanthganta7626
    @srikanthganta7626 4 роки тому +2

    Just discovered you. Loved every video

  • @wilhelminarandtke9380
    @wilhelminarandtke9380 Рік тому

    This is such a great explanation of getting AI to be curious.

  • @Bishop_t
    @Bishop_t Рік тому +1

    haha that AI watching TV made my day 😅

  • @tomtomkowski7653
    @tomtomkowski7653 Рік тому

    I would like to see your implementation of curiosity in Unity.

  • @ONDANOTA
    @ONDANOTA 4 роки тому +1

    YES, I have a request. ODE machine learning

  • @russc4229
    @russc4229 3 роки тому

    Great video. Could you do one on lambda for GAE?

  • @PeterBarnes2
    @PeterBarnes2 4 роки тому

    I do like this, but I also liked the demonstrations of AIs.

  • @mangolinolino
    @mangolinolino 4 роки тому

    Amazing work!!! I would love an AI video on a concept applied to financial markets!

    • @SebastianSchuchmannAI
      @SebastianSchuchmannAI  4 роки тому

      Thank you! :)

    • @flurishart612
      @flurishart612 2 роки тому

      Is it possible to use ML-agents with financial markets? I know it's possible to connect to APIs with Unity, but don't know if this is a terribly inefficient approach to this or something

  • @jonajo261
    @jonajo261 2 роки тому

    POUAHHHHHHHHHHHHHHHHHHHHHHH mind blowing !

  • @RobShuttleworth
    @RobShuttleworth 3 роки тому

    How does the AI perceive a reward?

  • @akulvohra5344
    @akulvohra5344 4 роки тому

    How about NLP

  • @MotoerevoKlassikVespa
    @MotoerevoKlassikVespa 4 роки тому

    I want an AI that makes me Money in the stock market 😁 create it pleaaaaase