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Dopamine and temporal difference learning: A fruitful relationship between neuroscience and AI By: Will Dabney, Zeb Kurth-Nelson #21
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QiXuanWang opened 4 years ago
Blog: Deepmind Paper: Nature
This blog is mainly to prove that paper link is correct, that dopamine cell works as distributional rl functions.
Comparison of classic DRL with distributional DRL: https://kstatic.googleusercontent.com/files/059f1a79b57686d73ff7ed6bc2ffcf1187c8d34f28690f425649a3a6a35d1d26a1d26bba338edd1a92da066a403cf7f870c1e3598f4d5cedf6ef9e26ff97d268