Vicarious

@vicariousai

AI for the robot age®

Vrijeme pridruživanja: listopad 2010.

Medijski sadržaj

  1. 6. pro 2019.

    You'd think a generative model should answer different queries but deep learning models like VAEs are trained to answer just one type of query! We introduce a method called query-training that creates an inference network that can answer novel query types.

  2. 6. pro 2019.

    We show that a singular principle of variable-order sequence learning in a structured model can explain cognitive maps phenom: spatial maps, transitive inference, temporal order, hierarchical planning, remapping etc. -- all important for AI & neuroscience.

  3. 27. kol 2019.

    Our paper proposes a new model for cognitive maps in the hippocampus which involves learning higher-order graphs of event sequences. It can explain flexible planning, route-dependence of place cells, and subsumes successor representations.

  4. 6. svi 2019.

    If yuor laugnage moedl cnnaot raed tihs, it mgiht not be vrey dnagorues 😜. See our paper on learning graphs that can model higher-order sequences and deal with uncertainty.

  5. 10. pro 2018.

    Our new paper learns concepts as programs on a 'visual cognitive computer', showing zero-shot task-transfer on robots, and strong generalization. We bring cogsci ideas about perceptual symbol systems and image schemas into the realm of machine learning.

  6. 7. kol 2018.

    Checkout our CCN-18 papers! (1) RCN-derived circuits suggest precise functional roles for feed-forward, feedback, and lateral connections, and for the thalamus. (2) RCN can explain multiple visual phenomena including two well-known illusions.

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  7. 31. sij 2018.

    The one-page-summary of our Science paper has come out in print. Also, the full version can now be accessed for free following the link from our blog!

  8. 6. srp 2017.

    Our Schema Networks paper (ICML'17) addresses some of the shortcomings in deep reinforcement learning.

  9. 24. lis 2011.

    Our presentation at the Singularity Summit is now online:

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