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The Quantum Adiabatic Algorithm applied to random optimization problems: the...
Victor Bapst, Laura Foini, Florent Krzakala, Guilhem Semerjian, Francesco Zamponi: The Quantum Adiabatic Algorithm applied to random optimization problems: the quantum spin glass perspective. CoRR...
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The effect of quantum fluctuations on the coloring of random graphs.
Victor Bapst, Guilhem Semerjian, Francesco Zamponi: The effect of quantum fluctuations on the coloring of random graphs. CoRR abs/1302.6861 (2013)
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Planting colourings silently.
Victor Bapst, Amin Coja-Oghlan, Charilaos Efthymiou: Planting colourings silently. CoRR abs/1411.0610 (2014)
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A positive temperature phase transition in random hypergraph 2-coloring.
Victor Bapst, Amin Coja-Oghlan, Felicia Raßmann: A positive temperature phase transition in random hypergraph 2-coloring. CoRR abs/1410.2190 (2014)
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The condensation phase transition in random graph coloring.
Victor Bapst, Amin Coja-Oghlan, Samuel Hetterich, Felicia Raßmann, Dan Vilenchik: The condensation phase transition in random graph coloring. CoRR abs/1404.5513 (2014)
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The Condensation Phase Transition in Random Graph Coloring.
Victor Bapst, Amin Coja-Oghlan, Samuel Hetterich, Felicia Raßmann, Dan Vilenchik: The Condensation Phase Transition in Random Graph Coloring. APPROX-RANDOM 2014: 449-464
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The condensation phase transition in the regular k-SAT model.
Victor Bapst, Amin Coja-Oghlan: The condensation phase transition in the regular k-SAT model. CoRR abs/1507.03512 (2015)
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Harnessing the Bethe free energy.
Victor Bapst, Amin Coja-Oghlan: Harnessing the Bethe free energy. CoRR abs/1504.03975 (2015)
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Harnessing the Bethe Free Energy.
Victor Bapst, Amin Coja-Oghlan: Harnessing the Bethe Free Energy. APPROX-RANDOM 2015: 467-480
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Sample Efficient Actor-Critic with Experience Replay.
Ziyu Wang, Victor Bapst, Nicolas Heess, Volodymyr Mnih, Rémi Munos, Koray Kavukcuoglu, Nando de Freitas: Sample Efficient Actor-Critic with Experience Replay. CoRR abs/1611.01224 (2016)
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The Condensation Phase Transition in the Regular k-SAT Model.
Victor Bapst, Amin Coja-Oghlan: The Condensation Phase Transition in the Regular k-SAT Model. APPROX-RANDOM 2016: 22:1-22:18
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Harnessing the Bethe free energy.
Victor Bapst, Amin Coja-Oghlan: Harnessing the Bethe free energy. Random Struct. Algorithms 49(4): 694-741 (2016)
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Distral: Robust Multitask Reinforcement Learning.
Yee Whye Teh, Victor Bapst, Wojciech Marian Czarnecki, John Quan, James Kirkpatrick, Raia Hadsell, Nicolas Heess, Razvan Pascanu: Distral: Robust Multitask Reinforcement Learning. CoRR abs/1707.04175...
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Distral: Robust multitask reinforcement learning.
Yee Whye Teh, Victor Bapst, Wojciech M. Czarnecki, John Quan, James Kirkpatrick, Raia Hadsell, Nicolas Heess, Razvan Pascanu: Distral: Robust multitask reinforcement learning. NIPS 2017: 4496-4506
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Sample Efficient Actor-Critic with Experience Replay.
Ziyu Wang, Victor Bapst, Nicolas Heess, Volodymyr Mnih, Rémi Munos, Koray Kavukcuoglu, Nando de Freitas: Sample Efficient Actor-Critic with Experience Replay. ICLR (Poster) 2017
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Planting Colourings Silently.
Victor Bapst, Amin Coja-Oghlan, Charilaos Efthymiou: Planting Colourings Silently. Comb. Probab. Comput. 26(3): 338-366 (2017)
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Relational Deep Reinforcement Learning.
Vinícius Flores Zambaldi, David Raposo, Adam Santoro, Victor Bapst, Yujia Li, Igor Babuschkin, Karl Tuyls, David P. Reichert, Timothy P. Lillicrap, Edward Lockhart, Murray Shanahan, Victoria Langston,...
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Relational inductive biases, deep learning, and graph networks.
Peter W. Battaglia, Jessica B. Hamrick, Victor Bapst, Alvaro Sanchez-Gonzalez, Vinícius Flores Zambaldi, Mateusz Malinowski, Andrea Tacchetti, David Raposo, Adam Santoro, Ryan Faulkner, Çaglar...
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Relational inductive bias for physical construction in humans and machines.
Jessica B. Hamrick, Kelsey R. Allen, Victor Bapst, Tina Zhu, Kevin R. McKee, Joshua B. Tenenbaum, Peter W. Battaglia: Relational inductive bias for physical construction in humans and machines. CoRR...
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Hyperbolic Attention Networks.
Çaglar Gülçehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter W. Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas: Hyperbolic Attention...
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