Svetlin Penkov | DeepAI

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Featured Co-authors

Subramanian Ramamoorthy
77 publications
Michael Burke
28 publications
Majd Hawasly
12 publications
Yordan Hristov
11 publications
Bogdan Georgiev
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Alex Lascarides
9 publications
Alexandre Silva
3 publications
Andrew Blake
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Adeel Mufti
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Alejandro Bordallo
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Victor Kolev
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∙ 11/12/2020

Neural Abstract Reasoner

Abstract reasoning and logic inference are difficult problems for neural...

0 Victor Kolev, et al. ∙

∙ 06/17/2019

Iterative Model-Based Reinforcement Learning Using Simulations in the Differentiable Neural Computer

We propose a lifelong learning architecture, the Neural Computer Agent (...

2 Adeel Mufti, et al. ∙

∙ 05/02/2019

Learning Programmatically Structured Representations with Perceptor Gradients

We present the perceptor gradients algorithm -- a novel approach to lear...

4 Svetlin Penkov, et al. ∙

∙ 02/27/2019

From explanation to synthesis: Compositional program induction for learning from demonstration

Hybrid systems are a compact and natural mechanism with which to address...

2 Michael Burke, et al. ∙

∙ 04/15/2018

Efficient Computation of Collision Probabilities for Safe Motion Planning

We address the problem of safe motion planning. As mobile robots and aut...

0 Andrew Blake, et al. ∙

∙ 07/26/2017

Using Program Induction to Interpret Transition System Dynamics

Explaining and reasoning about processes which underlie observed black-b...

0 Svetlin Penkov, et al. ∙

∙ 06/01/2017

Grounding Symbols in Multi-Modal Instructions

As robots begin to cohabit with humans in semi-structured environments, ...

0 Yordan Hristov, et al. ∙

∙ 05/23/2017

Explaining Transition Systems through Program Induction

Explaining and reasoning about processes which underlie observed black-b...

0 Svetlin Penkov, et al. ∙

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