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Reinforcement learning biases that make us smart| title | Reinforcement learning biases that make us smart |
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| start_date | 2023/06/19 |
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| schedule | 11h |
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| online | no |
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| visio | https://us02web.zoom.us/j/83888993899?pwd=ZFZ0STdQVmhESkI2bnVabWRWV0RpQT09 |
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| location_info | amphithéâtre & zoom |
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| summary | In this talk, I will review research performed by my and other laboratories that highlights the existence of reinforcement learning biases. I will first start by briefly introducing the reinforcement learning framework and proposing a taxonomy of biases within the framework itself. Then I will review direct empirical evidence supporting the existence of two learning biases: positivity bias and confirmation bias at the behavioral, neural, and clinical levels. Finally, I will present unpublished results of simulation studies that try to answer the question: what are these reinforcement learning biases good for? |
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| responsibles | Blancho |
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Workflow history| from state (1) | to state | comment | date |
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| submitted | published | | 2023/06/14 09:36 UTC |
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