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Documents Reinforcement Learning I: prediction and classical conditioning Peter Dayan Gatsby Computational...

Slide 1Reinforcement Learning I: prediction and classical conditioning Peter Dayan Gatsby Computational Neuroscience Unit [email protected] (thanks to Yael Niv) Slide…

Engineering Recent Trends in Neural Net Policy Learning

1. Learning Contact-Rich Manipulation Skills with Guided Policy Search Sergey Levine, Nolan Wagener, and Pieter Abbeel ICRA 2015 Presenter: Sungjoon Choi 2. Recent trends…

Documents 1 dopamine and prediction error no predictionprediction, rewardprediction, no reward TD error VtVt R...

Slide 11 dopamine and prediction error no predictionprediction, rewardprediction, no reward TD error VtVt R RL Schultz 1997 Slide 2 humans are no different dorsomedial striatum/PFC…

Documents NIPS 2007 Workshop Welcome! Hierarchical organization of behavior Thank you for coming Apologies to....

Slide 1NIPS 2007 Workshop Welcome! Hierarchical organization of behavior Thank you for coming Apologies to the skiers… Why we will be strict about timing Why we want the…

Documents 1 ECE 517: Reinforcement Learning in Artificial Intelligence Lecture 13: Artificial Neural Networks....

* ECE 517: Reinforcement Learning in Artificial Intelligence Lecture 13: Artificial Neural Networks – Introduction, Feedforward Neural Networks Dr. Itamar Arel College…

Documents Dr. Itamar Arel College of Engineering Electrical Engineering and Computer Science Department

* ECE 517: Reinforcement Learning in Artificial Intelligence Lecture 14: Artificial Neural Networks – Introduction, Feedforward Neural Networks Dr. Itamar Arel College…

Documents dopamine and prediction error

Exploration / exploitation tradeoffs in a gambling task with humans 1 dopamine and prediction error no prediction prediction, reward prediction, no reward TD error Vt R R…