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20:20 Interview with Peter Dayan Interview with Peter Dayan	Interview with Peter Dayan As part of the 60 years of computer science and AI celebration, distinguished researchers from both disciplines have been invited to visit the School of Informatics. We have asked them to tell us… school of informatics edincsandaiat60 universityofedinburgh action reward light prediction dopamine future actions decision error instance place predictions neuromodulators decisions signal activity phd areas diseases structures From Stuart Mckerlie 0 likes 28 plays 0 Licence Type All rights reserved The University of Edinburgh Language English Date Created June 14th, 2023
14:53 Tanut Treetanthiploet - Student talks Tanut Treetanthiploet - Student talks	Tanut Treetanthiploet - Student talks ICMS hosted the Eurpopean Summer School in Financial Mathematics 14th Ediition Asymptotic Randomised Control with applications to bandits and dynamic pricing Tanut Treetanthiploet (Oxford… primer signature method machine learning parameter option problem sort reward function lambda distribution sample control approximation variance decision theta quantity fact amount rate subscription term From Greg McCracken 0 likes 31 plays 0 Licence Type All rights reserved Date Created August 30th, 2021
14:59 Nazem Khan - Student talks Nazem Khan - Student talks	Nazem Khan - Student talks ICMS hosted the Eurpopean Summer School in Financial Mathematics 14th Ediition Strong sensitivity to large losses and ρ-arbitrage for convex risk measures Nazem Khan (University of… primer signature method machine learning portfolio risk measure rho expectation alpha arbitrage reward measures selection question market representation result portfolios distribution row function model infinity From Greg McCracken 0 likes 52 plays 0 Licence Type All rights reserved Date Created August 30th, 2021
13:10 Xin Zhi - Student Talks Xin Zhi - Student Talks	Xin Zhi - Student Talks 30 Aug- 03 Sept 2021 ICMS hosted the European Summer School in Financial Mathematics 14th Ediition On a fast tree method for optimal stopping Xin Zhi (University of Warwick) 1st September,… fast tree optimal method decision delta node paper trees process reward column times objective tree equation reference function model features computer expectation values From Greg McCracken 0 likes 34 plays 0 Licence Type All rights reserved
09:09 Clip of Kaltura Capture recording - September 7th… Clip of Kaltura Capture recording - September 7th 2021, v2	Clip of Kaltura Capture recording - September 7th 2021, v2 MSc Reward Management Introductory Talk brian main reward management introduction From Brian Main 0 likes 73 plays 0 Course Code CMSE11175 Publisher Brian Main Licence Type Creative Commons - Attribution Language English Date Created September 7th, 2021 Retain Source File Yes
21:59 Topic 17: Conditional Probability and Bayes Rule… Topic 17: Conditional Probability and Bayes Rule (PETARS, Chapter 3)	Topic 17: Conditional Probability and Bayes Rule (PETARS, Chapter 3) This slightly longer than usual video covers conditional probability and gives some examples that are initially counter-intuitive. Bayes theorem is then developed from conditional probability,… pgee11164 probability prisoner problem fact boy warden handout outcomes coin definition event times heartbeat person boys children formula term reward prisoners From James Hopgood 0 likes 201 plays 0 Course Code PGEE11164 Licence Type Creative Commons - Attribution Date Created September 5th, 2020
26:25 30b 30b	30b Markov Decision Processes: Computing Optimal Policies utility reward rewards action sequence decision equation iteration horizon fact probability outcomes utilities nodes tree pi sequences model transition words From Alex Lascarides 0 likes 190 plays 0 Licence Type All rights reserved The University of Edinburgh
17:09 30a 30a	30a Markov Decision Processes: Representation decision reward action function transition chance problem model probability utility actions minus process nature network naught tree nodes point thing From Alex Lascarides 0 likes 198 plays 0 Licence Type All rights reserved The University of Edinburgh
22:44 30c 30c	30c AI and Ethics ai values ethics decisions decision machine function reward safety fact humans lot lack factors recognition human kind prejudice breast sort From Alex Lascarides 0 likes 127 plays 0 Licence Type All rights reserved The University of Edinburgh

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