Leslie Kaelbling: Reinforcement Learning, Planning, and Robotics | Lex Fridman Podcast #15

  Рет қаралды 39,627

Lex Fridman

Lex Fridman

Күн бұрын

Пікірлер: 42
@lexfridman
@lexfridman 5 жыл бұрын
From philosophy to POMDPs to reinforcement learning & hierarchical planning to the publishing model in academia, I really enjoyed this conversation with Leslie.
@PhilosopherRex
@PhilosopherRex 5 жыл бұрын
Sorry Lex, I admit to having misspelled your name when telling people about your channel -- but I won't do it again ;-) Thanks for your efforts and interviews!
@saturten
@saturten 5 жыл бұрын
Leslie is so eloquent, I think this is my favorite interview from the podcast
@handetoffoli3610
@handetoffoli3610 Жыл бұрын
I was just following Leslie's MIT OCW course and thinking what a great teacher she is. I then find this! So excited to listen now.
@ricardoborgesba
@ricardoborgesba Ай бұрын
Same here
@fengliu975
@fengliu975 5 жыл бұрын
Like this lady. A free thinker who doesn't care for competition and care for investing into hard problems
@anirudhramesh8207
@anirudhramesh8207 5 жыл бұрын
Thank you so much for this, Lex. Much love...
@Lunsterful
@Lunsterful 5 жыл бұрын
Begins with a GEB mention, eloquently articulates issues I have been trying to categorise for years, is pro open access, isn't getting distracted by ill-formed big ideas... anything this person has ever said or written is now priority reading for me. Genius.
@OldGamerNoob
@OldGamerNoob 5 жыл бұрын
Being someone whose work environment is not alongside other programmers where I have to either use lay terminology or keep to myself with descriptions of what I do, it's intriguing and almost refreshing to hear conversations on this podcast constantly referring to everyday life in terms of functions, problem spaces, sets, and the like. really enjoying it.
@index7787
@index7787 5 жыл бұрын
Right?! It's literally a different language and I perfer it.
@douglasholman6300
@douglasholman6300 5 жыл бұрын
Wow Leslie is smart as heck!
@cogoid
@cogoid 2 жыл бұрын
Leslie is one those amazing guests who do not proffer opinions on supposedly deep questions, but are very lucid in what they do say. I really liked her!
@farhanislam4693
@farhanislam4693 2 жыл бұрын
3rd yr undergrad student. Learning ai on his own. I could understand the problem statements for deep learning and computer vision(couldn't solve them , obviously) , but not so much in reinforcement learning. This really helped. Reinforcement learning isn't just a computation problem. It's a merging of the disciplines mentioned under symbolic systems . One can specialize in one or more of thosw fields, but to make things work, all those perspectives are needed. Thanks for this.
@CharlesVanNoland
@CharlesVanNoland 5 жыл бұрын
What a great conversation.
@mikejordan2428
@mikejordan2428 5 жыл бұрын
Great conversation!
@contactdi8426
@contactdi8426 5 жыл бұрын
Thanks for this podcast
@menatoorus5696
@menatoorus5696 5 жыл бұрын
Mind-opening
@kaouterkarboub5405
@kaouterkarboub5405 5 жыл бұрын
You know Listening to her made me think that humans are amazing !! really
@quentinmunch3700
@quentinmunch3700 5 жыл бұрын
I think the output we want from a "perception" system is a cost or a credit of the current state of the world. Just like we do in inverse reinforcement learning or target propagation for the credit assignement problem. Awesome video btw !
@yossimolcho841
@yossimolcho841 5 жыл бұрын
Great channel thank you
@varunsharma8573
@varunsharma8573 5 жыл бұрын
wow!!...very knowledgeable...
@PeihuiBrandonYeo
@PeihuiBrandonYeo 3 жыл бұрын
It will take a surprising amount of time to walk through Kuala Lumpur airport
@alonamaloh
@alonamaloh 5 жыл бұрын
She's great. I hold almost exactly the same opinions, but I am much worse at articulating them.
@yichaoliang5500
@yichaoliang5500 3 жыл бұрын
@lex can you please add the outline back for videos?
@rickharold69
@rickharold69 5 жыл бұрын
Rock out! Nice love it !
@paulinesz15
@paulinesz15 Жыл бұрын
Glad to see a few women in this field. 😍
@ProfessionalTycoons
@ProfessionalTycoons 5 жыл бұрын
interesting talk
@ValerianTexeira
@ValerianTexeira 5 жыл бұрын
Liked her AI perspective.
@aidenstill7179
@aidenstill7179 5 жыл бұрын
How to create your own deep learning library?
@krokodils1977
@krokodils1977 5 жыл бұрын
It would be great to see Jeff Hawkins on Your podcast.
@clutchcarabelli8054
@clutchcarabelli8054 6 ай бұрын
I really like the way she.....Talks?
@patrickpei9256
@patrickpei9256 5 жыл бұрын
Who is the author mentioned at 0:45?
@ggolu2
@ggolu2 5 жыл бұрын
en.wikipedia.org/wiki/G%C3%B6del,_Escher,_Bach
@tylergaye6110
@tylergaye6110 5 жыл бұрын
"paper is not required for prestige, as it turns out." sums up todays colleges/universities.
@jettrink918
@jettrink918 3 жыл бұрын
What did she read that makes her interested in computer science?
@YouTube_Staff
@YouTube_Staff 5 жыл бұрын
Feels like listening to AMSR
@gbiotaone5814
@gbiotaone5814 5 жыл бұрын
Any person who doesn't value competition based on 'personal feelings' loses a lot of credibility. Its better than resenting it for ideological reasons, but its our most general method, and possibly most fundamental method of finding truth. Dismiss it at your peril.
@thecactus7950
@thecactus7950 5 жыл бұрын
She sounds, and kind of looks like Judith Butler :D
@oversightentertainment6733
@oversightentertainment6733 5 жыл бұрын
Here @ 2278; views..... ...... ......
@spinLOL533
@spinLOL533 5 жыл бұрын
Third
@fengliu975
@fengliu975 5 жыл бұрын
Anyone find the intro just a bit creepy?
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