Robert Lange on NN Pruning and Collective Intelligence

from Machine Learning Street Talk (MLST)

We speak with Robert Lange! Robert is a PhD student at the Technical University Berlin. His research combines Deep Multi-Agent Reinforcement Learning and Cognitive Science to study the learning dynamics of large collectives. He has a brilliant blog where he distils and explains cutting edge ML research. We spoke about his story, economics, multi-agent RL, intelligence and AGI, and his recent article summarising the state of the art in neural network pruning.  Robert's article on pruning in NNs https://roberttlange.github.io/posts/2020/06/lottery-ticket-hypothesis/ 00:00:00 Intro 00:04:17 Show start and intro to Robert 00:11:39 Economics background  00:27:20 Intrinsic motivation  00:33:22 Intelligence/consciousness 00:48:16 Lottery ticket/pruning article discussion 01:43:21 Robert's advice for younger self and state of deep learning Robert's LinkedIn: https://www.linkedin.com/in/robert-tjarko-lange-19539a12a/ @RobertTLange #machinelearning #deeplearning

What this episode covers

We speak with Robert Lange! Robert is a PhD student at the Technical University Berlin. His research combines Deep Multi-Agent Reinforcement Learning and Cognitive Science to study the learning dynamics of large collectives. He has a brilliant blog where he distils and explains cutting edge ML research. We spoke about his story, economics, multi-agent RL, intelligence and AGI, and his recent article summarising the state of the art in neural network pruning. Robert's article on pruning in NNs https://roberttlange.github.io/posts/2020/06/lottery-ticket-hypothesis/ 00:00:00 Intro 00:04:17 Show start and intro to Robert 00:11:39 Economics background 00:27:20 Intrinsic motivation 00:33:22 Intelligence/consciousness 00:48:16 Lottery ticket/pruning article discussion 01:43:21 Robert's advice for younger self and state of deep learning Robert's LinkedIn: https://www.linkedin.com/in/robert-tjarko-lange-19539a12a/ @RobertTLange #machinelearning #deeplearning

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Robert Lange on NN Pruning and Collective Intelligence

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This episode was published on July 8, 2020.

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