[AI Seminar] Online AI Seminar on Nov 24 (Zoom) -- Charles Blundell -- Memory and Reinforcement Learning -- AI seminar is sponsored by Fortive

Aayush Bansal aayushb at cs.cmu.edu
Mon Nov 23 10:32:23 EST 2020


Reminder...this is tomorrow at noon.

On Tue, Nov 17, 2020 at 12:20 PM Aayush Bansal <aayushb at cs.cmu.edu> wrote:

> Charles Blundell (Google DeepMind) will be giving an online seminar on "Memory
> and Reinforcement Learning" from 12:00 noon - 01:00 PM ET on Nov 24.
>
> *Zoom Link*:
> https://cmu.zoom.us/j/91248740598?pwd=V1M2L09xRlR6V3gvK2VVNERzOHRuQT09
>
> CMU AI Seminar is sponsored by Fortive.
>
> Following are the details of the talk:
>
> *Title: *Memory and Reinforcement Learning
>
> *Abstract: *Deep Reinforcement Learning has seen many recent celebrated
> successes. In this talk, we shall examine the role of an agent's past on
> how the agent performs. We will explore different ways in which agents can
> be augmented with memory to improve their performance. In particular, we
> show what kind of tasks require memory, how rich allocentric memories can
> be created from egocentric experience, and how memory can significantly
> advance the state of the art in exploration.
>
>
> *Bio:* Charles is a senior staff research scientist at DeepMind, leading
> a team of fellow researchers working on deep learning, probabilistic
> modeling, neuroscience, and reinforcement learning. He holds a Ph.D. in
> machine learning at the Gatsby Unit, University College London.
>
> To learn more about the seminar series, please visit the website:
> http://www.cs.cmu.edu/~aiseminar/
>
>
> --
> Aayush Bansal
> http://www.cs.cmu.edu/~aayushb/
>
>
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