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Interesting videos on AI
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| General | |
| ======= | |
| https://www.youtube.com/watch?v=1X7Koxx4qJE (from 16:40 Hassabis on why DeepMind is unusual) | |
| https://www.youtube.com/watch?v=PW09L6-75ig (Shklyarov) | |
| Higher education | |
| ================ | |
| https://www.youtube.com/watch?v=yUGn5ZdrDoU (Clayton Christensen on disruption in higher ed) | |
| General AI | |
| ========== | |
| https://www.edge.org/conversation/murray_shanahan-the-space-of-possible-minds (Shanahan) | |
| https://vimeo.com/215418110 (Norvig on the future of CS) | |
| https://www.youtube.com/watch?v=zR11FLZ-O9M (Deep reinforcement learning overview) | |
| https://cbmm.mit.edu/video/power-self-learning-systems (Hassabis, "Power of self-learning systems" 2019) | |
| https://slideslive.com/38922025/deep-reinforcement-learning-1 (Deep RL at NeurIPS, Vinyals) | |
| https://www.youtube.com/watch?v=kqhg-o-KEns (IAS, Arora) | |
| https://www.youtube.com/watch?time_continue=7&v=hx7BXih7zx8&feature=emb_logo (Karpathy, Tesla self-driving) | |
| Program synthesis | |
| ================= | |
| https://www.youtube.com/watch?v=7ROelYvo8f0 (Tenenbaum on probabilistic programming MIT AGI) | |
| https://www.youtube.com/watch?v=9EN_HoEk3KY (Sutskever on general program learning MIT AGI) | |
| https://www.youtube.com/watch?v=0YLpp_TVhLY (Schmidhuber on RNNs and program learning) | |
| https://www.youtube.com/watch?v=N5oZIO8pE40 (Kavukcuoglu from 32:00 about programs) | |
| https://www.youtube.com/watch?v=24AX4qJ7Tts (Manning on reasoning and algebra) | |
| https://www.youtube.com/watch?v=HOAVhPy6nrc (Shanahan on symbolic Deep Reinforcement Learning) | |
| https://www.youtube.com/watch?v=9z3_tJAu7MQ (Wayne on MERLIN, builds on NTM, DNC) | |
| https://youtu.be/JzBrp5LnNCo (Russell on probabilistic programming and AI) | |
| https://youtu.be/0Tj6CeYCmzw (Tenenbaum on towards more human-like intelligence, see 17:48 for the "hard problem of learning" and search in function space) | |
| https://youtu.be/i2xtOLphQzU (Roy on conditional independence) | |
| https://youtu.be/otjR6iGp4yU (Meta-learning in brains and machines) | |
| https://www.youtube.com/watch?v=p_UXra-_ORQ&feature=youtu.be (Szegedy on formal reasoning) | |
| https://www.youtube.com/watch?v=S-CspeZ8FHc&feature=youtu.be (Manning on Transformer etc) |
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