Théophane Weber

17 papers A 1Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Equivariant MuZero. CoRR Andreea Deac, Théophane Weber, George Papamakarios
2023	J	`jnl`	Investigating the role of model-based learning in exploration and transfer. CoRR Jacob C. Walker, Eszter Vértes, Yazhe Li, Gabriel Dulac-Arnold, Ankesh Anand, Théophane Weber, Jessica B. Hamrick
2023	J	`jnl`	Laser: Latent Set Representations for 3D Generative Modeling. CoRR Pol Moreno, Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Rosália G. Schneider, Björn Winckler, Larisa Markeeva, Théophane Weber, Danilo J. Rezende
2022	J	`jnl`	Large-Scale Retrieval for Reinforcement Learning. CoRR Peter Conway Humphreys, Arthur Guez, Olivier Tieleman, Laurent Sifre, Théophane Weber, Timothy P. Lillicrap
2021	J	`jnl`	Neural Recursive Belief States in Multi-Agent Reinforcement Learning. CoRR Pol Moreno, Edward Hughes, Kevin R. McKee, Bernardo Ávila Pires, Théophane Weber
2021	J	`jnl`	Procedural Generalization by Planning with Self-Supervised World Models. CoRR Ankesh Anand, Jacob C. Walker, Yazhe Li, Eszter Vértes, Julian Schrittwieser, Sherjil Ozair, Théophane Weber, Jessica B. Hamrick
2020	J	`jnl`	Counterfactual Credit Assignment in Model-Free Reinforcement Learning. CoRR Thomas Mesnard, Théophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Tom Stepleton, Nicolas Heess, Arthur Guez, Marcus Hutter, Lars Buesing, Rémi Munos
2020	J	`jnl`	On the role of planning in model-based deep reinforcement learning. CoRR Jessica B. Hamrick, Abram L. Friesen, Feryal M. P. Behbahani, Arthur Guez, Fabio Viola, Sims Witherspoon, Thomas Anthony, Lars Buesing, Petar Velickovic, Théophane Weber
2020	J	`jnl`	Physically Embedded Planning Problems: New Challenges for Reinforcement Learning. CoRR Mehdi Mirza, Andrew Jaegle, Jonathan J. Hunt, Arthur Guez, Saran Tunyasuvunakool, Alistair Muldal, Théophane Weber, Péter Karkus, Sébastien Racanière, Lars Buesing, Timothy P. Lillicrap, Nicolas Heess
2020	J	`jnl`	Value-driven Hindsight Modelling. CoRR Arthur Guez, Fabio Viola, Théophane Weber, Lars Buesing, Steven Kapturowski, Doina Precup, David Silver, Nicolas Heess
2019	J	`jnl`	An investigation of model-free planning. CoRR Arthur Guez, Mehdi Mirza, Karol Gregor, Rishabh Kabra, Sébastien Racanière, Théophane Weber, David Raposo, Adam Santoro, Laurent Orseau, Tom Eccles, Greg Wayne, David Silver, Timothy P. Lillicrap
2019	A	`conf`	Credit Assignment Techniques in Stochastic Computation Graphs. AISTATS Théophane Weber, Nicolas Heess, Lars Buesing, David Silver
2019	J	`jnl`	Credit Assignment Techniques in Stochastic Computation Graphs. CoRR Théophane Weber, Nicolas Heess, Lars Buesing, David Silver
2018	J	`jnl`	Learning to Search with MCTSnets. CoRR Arthur Guez, Théophane Weber, Ioannis Antonoglou, Karen Simonyan, Oriol Vinyals, Daan Wierstra, Rémi Munos, David Silver
2018	J	`jnl`	Single-Agent Policy Tree Search With Guarantees. CoRR Laurent Orseau, Levi H. S. Lelis, Tor Lattimore, Théophane Weber
2010	J	`jnl`	To Wave or Not to Wave? Order Release Policies for Warehouses with an Automated Sorter. Manuf. Serv. Oper. Manag. Jérémie Gallien, Théophane Weber
2008	—	`conf`	Choosing the cost vector of the linear programming approach to approximate dynamic programming. CDC Daniela Pucci de Farias, Théophane Weber