Relational inductive biases, deep learning, and graph networks PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 2018 | 348 | 2018 |

Sample efficient actor-critic with experience replay Z Wang, V Bapst, N Heess, V Mnih, R Munos, K Kavukcuoglu, ... arXiv preprint arXiv:1611.01224, 2016 | 247 | 2016 |

Distral: Robust multitask reinforcement learning Y Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, N Heess, ... Advances in Neural Information Processing Systems, 4496-4506, 2017 | 128 | 2017 |

The quantum adiabatic algorithm applied to random optimization problems: The quantum spin glass perspective V Bapst, L Foini, F Krzakala, G Semerjian, F Zamponi Physics Reports 523 (3), 127-205, 2013 | 105 | 2013 |

Anomalous Softening of He 4 Crystals X Rojas, A Haziot, V Bapst, S Balibar, HJ Maris Physical review letters 105 (14), 145302, 2010 | 87 | 2010 |

Relational deep reinforcement learning V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ... arXiv preprint arXiv:1806.01830, 2018 | 47 | 2018 |

The condensation phase transition in random graph coloring V Bapst, A Coja-Oghlan, S Hetterich, F Raßmann, D Vilenchik Communications in Mathematical Physics 341 (2), 543-606, 2016 | 44 | 2016 |

On quantum mean-field models and their quantum annealing V Bapst, G Semerjian Journal of Statistical Mechanics: Theory and Experiment 2012 (06), P06007, 2012 | 40 | 2012 |

Generating interpretable images with controllable structure S Reed, A van den Oord, N Kalchbrenner, V Bapst, M Botvinick, ... | 31 | 2016 |

Hyperbolic attention networks C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ... arXiv preprint arXiv:1805.09786, 2018 | 26 | 2018 |

Relational inductive bias for physical construction in humans and machines JB Hamrick, KR Allen, V Bapst, T Zhu, KR McKee, JB Tenenbaum, ... arXiv preprint arXiv:1806.01203, 2018 | 18 | 2018 |

Harnessing the Bethe free energy V Bapst, A Coja‐Oghlan Random structures & algorithms 49 (4), 694-741, 2016 | 18 | 2016 |

Planting colourings silently V Bapst, A Coja-Oghlan, C Efthymiou Combinatorics, probability and computing 26 (3), 338-366, 2017 | 14 | 2017 |

A positive temperature phase transition in random hypergraph 2-coloring V Bapst, A Coja-Oghlan, F Raßmann The Annals of Applied Probability 26 (3), 1362-1406, 2016 | 14 | 2016 |

The condensation phase transition in the regular -SAT model V Bapst, A Coja-Oghlan arXiv preprint arXiv:1507.03512, 2015 | 14 | 2015 |

Lifshitz tails on the Bethe lattice: a combinatorial approach V Bapst, G Semerjian Journal of Statistical Physics 145 (1), 51, 2011 | 14 | 2011 |

Deep reinforcement learning with relational inductive biases V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ... | 13 | 2018 |

The large connectivity limit of the Anderson model on tree graphs V Bapst Journal of Mathematical Physics 55 (9), 092101, 2014 | 13 | 2014 |

Structured agents for physical construction V Bapst, A Sanchez-Gonzalez, C Doersch, KL Stachenfeld, P Kohli, ... arXiv preprint arXiv:1904.03177, 2019 | 4 | 2019 |

Effect of quantum fluctuations on the coloring of random graphs V Bapst, G Semerjian, F Zamponi Physical Review A 87 (4), 042322, 2013 | 4 | 2013 |