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z4lAlVRwbrc | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | Author Interview - Improving Intrinsic Exploration with Language Abstractions | [
"Science & Technology"
] | [
""
] | #reinforcementlearning #ai #explained
This is an interview with Jesse Mu, first author of the paper.
Original Paper Review: https://youtu.be/NeGJAUSQEJI
Exploration is one of the oldest challenges for Reinforcement Learning algorithms, with no clear solution to date. Especially in environments with sparse rewards, ag... | Hello, this is an interview with Jesse Mu, who is the first author of the paper improving intrinsic exploration with language abstractions. This paper is really cool because it combines the knowledge that is inherent in language with the problem of exploration in reinforcement learning. I've made a comprehensive revie... | [
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ZTs_mXwMCs8 | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | Galactica: A Large Language Model for Science (Drama & Paper Review) | [
"Science & Technology"
] | ["deep learning","machine learning","arxiv","explained","neural networks","ai","artificial intellige(...TRUNCATED) | "#ai #galactica #meta\n\nGalactica is a language model trained on a curated corpus of scientific doc(...TRUNCATED) | " Hello, this video starts out with a review of the drama around the public demo of the Galactica mo(...TRUNCATED) | [{"start":0.0,"end":5.24,"text":" Hello, this video starts out with a review of the drama around the(...TRUNCATED) |
n1SXlK5rhR8 | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | [Drama] Yann LeCun against Twitter on Dataset Bias | [
"Science & Technology"
] | ["deep learning","machine learning","arxiv","explained","neural networks","ai","artificial intellige(...TRUNCATED) | "Yann LeCun points out an instance of dataset bias and proposes a sensible solution. People are not (...TRUNCATED) | " Hi there! So you may have seen this already. There's a CVPR paper called Pulse. And what it does i(...TRUNCATED) | [{"start":0.0,"end":6.32,"text":" Hi there! So you may have seen this already. There's a CVPR paper (...TRUNCATED) |
BK3rv0MQMwY | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | [News] The Siraj Raval Controversy | [
"Science & Technology"
] | ["machine learning","siraj","controversy","scam","scammer","fraud","plagiarism","plagiarized","cours(...TRUNCATED) | "Popular ML YouTuber Siraj Raval is in the middle of not just one, but two controversies: First, a l(...TRUNCATED) | " There is a massive controversy going on right now and in the middle is Siraj Raval, a prominent Yo(...TRUNCATED) | [{"start":0.0,"end":7.0,"text":" There is a massive controversy going on right now and in the middle(...TRUNCATED) |
U0mxx7AoNz0 | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | Player of Games: All the games, one algorithm! (w/ author Martin Schmid) | [
"Science & Technology"
] | ["deep learning","machine learning","arxiv","explained","neural networks","ai","artificial intellige(...TRUNCATED) | "#playerofgames #deepmind #alphazero\n\nSpecial Guest: First author Martin Schmid (https://twitter.c(...TRUNCATED) | " Hello everyone, today is a special day. I'm here, as you can see, not alone, not by myself as usua(...TRUNCATED) | [{"start":0.0,"end":7.28,"text":" Hello everyone, today is a special day. I'm here, as you can see, (...TRUNCATED) |
fvctpYph8Pc | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | Do ImageNet Classifiers Generalize to ImageNet? (Paper Explained) | [
"Science & Technology"
] | ["deep learning","machine learning","imagenet","cifar10","cifar10.1","generalization","overfitting",(...TRUNCATED) | "Has the world overfitted to ImageNet? What if we collect another dataset in exactly the same fashio(...TRUNCATED) | " Hi there today we're looking at to do image net classifiers Generalized to image net by Benjamin w(...TRUNCATED) | [{"start":0.0,"end":3.3000000000000003,"text":" Hi there today we're looking at to do image net clas(...TRUNCATED) |
PZypP7PiKi0 | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | Gradient Surgery for Multi-Task Learning | [
"Science & Technology"
] | ["deep learning","machine learning","neural networks","multi task","conflicting gradients","magnitud(...TRUNCATED) | "Multi-Task Learning can be very challenging when gradients of different tasks are of severely diffe(...TRUNCATED) | " Hi there, today we're looking at gradient surgery for multitask learning by Tianhe Yu, Saurabh Kum(...TRUNCATED) | [{"start":0.0,"end":7.0,"text":" Hi there, today we're looking at gradient surgery for multitask lea(...TRUNCATED) |
Z3knUzwuIgo | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | One Model For All The Tasks - BLIP (Author Interview) | [
"Science & Technology"
] | [] | "#blip #interview #salesforce\n\nPaper Review Video: https://youtu.be/X2k7n4FuI7c\nSponsor: Assembly(...TRUNCATED) | " Hello, this is an interview with the authors of the blip paper. If you haven't seen it, I've made (...TRUNCATED) | [{"start":0.0,"end":9.200000000000001,"text":" Hello, this is an interview with the authors of the b(...TRUNCATED) |
3Tqp_B2G6u0 | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | Blockwise Parallel Decoding for Deep Autoregressive Models | [
"Science & Technology"
] | ["machine learning","deep learning","transformers","nlp","natural language processing","ai","artific(...TRUNCATED) | "https://arxiv.org/abs/1811.03115\n\nAbstract:\nDeep autoregressive sequence-to-sequence models have(...TRUNCATED) | " Hi there, today we'll look at blockwise parallel decoding for deep autoregressive models by Mitche(...TRUNCATED) | [{"start":0.0,"end":6.640000000000001,"text":" Hi there, today we'll look at blockwise parallel deco(...TRUNCATED) |
8wkgDnNxiVs | Yannic Kilcher | UCZHmQk67mSJgfCCTn7xBfew | POET: Endlessly Generating Increasingly Complex and Diverse Learning Environments and Solutions | [
"Science & Technology"
] | ["deep learning","machine learning","arxiv","evolution","reinforcement learning","neat","open-ended"(...TRUNCATED) | "From the makers of Go-Explore, POET is a mixture of ideas from novelty search, evolutionary methods(...TRUNCATED) | " Alright, so what you're seeing here are solutions found to this bipedal walker problem by a new al(...TRUNCATED) | [{"start":0.0,"end":6.88,"text":" Alright, so what you're seeing here are solutions found to this bi(...TRUNCATED) |
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