From: Joscha Bach

From: Joscha Bach To: Jeffrey Epstein <[email protected]> Subject: Re: Date: Sun, 23 Aug 2015 00:49:42 +0000 Dear Jeffrey, how are you? We came back from Germany on Tuesday evening. I visited a couple conferences and a symposium, and got a best paper award for a piece on equipping Al with motivation. At the moment, I am working with a psychologist on translating the motivation theory into what we hope will become a model of personality, which we can then test. Another thing that I a currently experiment with is a type of semantic/neural network that instead of activations passes several simple types of messages to facilitate learning and self-organization. The basic idea is to find out if we can replace the global operations that are for instance done in backpropagation (where an algorithm looks like God's eye at a complete layer of neurons in a neural net) by local operations (where each neuron only talks to its directly connected neighbors, and no central control exists). In a sense, each node becomes something like an information broker that gets rewards for computing predictions for his neighbors, based on information he buys or commissions from his neighbors. I am curious if this is a better or an equivalent paradigm to energy (as for instance in Boltzmann machines). While I was in Berlin, I sat down with my MicroPsi group (Priska also visited this summer in Cambridge). We are working on getting our agent simulation to do stuff in a computer game world. Other than that, I am hanging out every week at Marvin Minsky's, and help getting their Minskitute started. I hope that there is a chance to build a critical mass to initiate work on his classical ideas (especially Society of Mind), despite the fascinating political difficulties. Last but not least, I will teach a seminar on the Future of Artificial Intelligence at the Media Lab. Bests, and grateful greetings, Joscha > Am Aug 22, 2015 um 12:30 schrieb jeffrey E. <[email protected]>: > bring me up to speed, on what you are doing/ > -- > please note > The information contained in this communication is > confidential, may be attorney-client privileged, may > constitute inside information, and is intended only for > the use of the addressee. It is the property of > JEE > Unauthorized use, disclosure or copying of this > communication or any part thereof is strictly prohibited > and may be unlawful. If you have received this > communication in error, please notify us immediately by > return e-mail or by e-mail to [email protected], and > destroy this communication and all copies thereof, EFTA00848141 > including all attachments. copyright -all rights reserved EFTA00848142