The Mila Blog

Mila > The Mila Blog
25/11/2022
Beyond Tabula Rasa: Reincarnating Reinforcement Learning
by Max Schwarzer, Rishabh Agarwal
Read
31/08/2022
Direct Behavior Specification via Constrained Reinforcement Learning
by Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Chris Pal
Read
01/08/2022
AnyMorph: Learning Transferable Policies By Inferring Agent Morphology
by Brandon Trabucco
Read
13/07/2022
The Primacy Bias in Deep Reinforcement Learning
by Pierluca D'Oro, Evgenii Nikishin
Read
13/06/2022
Compositional Attention: Disentangling Search and Retrieval
by Sarthak Mittal
Read
12/05/2022
RLiable: Towards Reliable Evaluation & Reporting in Reinforcement Learning
by Rishabh Agarwal and Pablo Samuel Castro
Read
09/05/2022
Sample Efficient Deep Reinforcement Learning Via Uncertainty Estimation
by Vincent Mai, Kaustubh Mani and Liam Paull
Read
23/03/2022
A collaboration between Mila and Relation Therapeutics to discover novel synergistic combinations of drugs in vitro
by Paul Bertin, Jake P. Taylor-King, Yoshua Bengio
SMO out-of-distribution drug development
Read
17/03/2022
Researchers carry out the largest-ever psychedelics study using natural language processing tools
by Brigitte Tousignant
neurosciences NLP
Read
15/03/2022
Generative Flow Networks
by Yoshua Bengio
GFlowNets
Read
22/11/2021
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning
by Mingde Zhao
Read
13/10/2021
This Climate Does Not Exist: Picturing impacts of the climate crisis with AI, one address at a time
by Brigitte Tousignant
Changements climatiques
Read
03/08/2021
Flight-SEIR: Incorporating Flight Data to Improve Epidemiological Modelling and Disease Outbreak Prevention
by Shenyang Huang, Reihaneh Rabbany

A modified version of the standard SEIR model that incorporates COVID-infected flights in and out of Canada could enable early detection of outbreaks, more accurately estimate the reproduction number of the disease and better evaluate the impact of travel restrictions and the implications of lifting these measures.

Read
28/04/2021
Introducing SpeechBrain: A general-purpose PyTorch speech processing toolkit
by Mirco Ravanelli, Loren Lugosch
Read
03/12/2020
Improved Deep Learning Workflows Through Hyperparameter Optimization with Oríon
by Xavier Bouthillier
Read