Pierre-Luc Bacon
Pierre-Luc Bacon
University of Montreal
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
The option-critic architecture
PL Bacon, J Harb, D Precup
Thirty-First AAAI Conference on Artificial Intelligence, 2017
4752017
Conditional computation in neural networks for faster models
E Bengio, PL Bacon, J Pineau, D Precup
arXiv preprint arXiv:1511.06297, 2015
1462015
When waiting is not an option: Learning options with a deliberation cost
J Harb, PL Bacon, M Klissarov, D Precup
arXiv preprint arXiv:1709.04571, 2017
612017
Optiongan: Learning joint reward-policy options using generative adversarial inverse reinforcement learning
P Henderson, WD Chang, PL Bacon, D Meger, J Pineau, D Precup
arXiv preprint arXiv:1709.06683, 2017
332017
Convergent TREE BACKUP and RETRACE with function approximation
A Touati, PL Bacon, D Precup, P Vincent
International Conference on Machine Learning, 4955-4964, 2018
242018
Learnings options end-to-end for continuous action tasks
M Klissarov, PL Bacon, J Harb, D Precup
arXiv preprint arXiv:1712.00004, 2017
212017
Learning robust options
DJ Mankowitz, TA Mann, PL Bacon, D Precup, S Mannor
arXiv preprint arXiv:1802.03236, 2018
192018
Learning with options that terminate off-policy
A Harutyunyan, P Vrancx, PL Bacon, D Precup, A Nowe
arXiv preprint arXiv:1711.03817, 2017
152017
Learning with options: Just deliberate and relax
PL Bacon, D Precup
NIPS Bounded Optimality and Rational Metareasoning Workshop, 2015
102015
Temporal Representation Learning
PL Bacon
McGill University Libraries, 2018
92018
On the bottleneck concept for options discovery: Theoretical underpinnings and extension in continuous state spaces
PL Bacon
McGill University Libraries, 2014
62014
Using label propagation for learning temporally abstract actions in reinforcement learning
PL Bacon, D Precup
Proceedings of the Workshop on Multiagent Interaction Networks, 1-7, 2013
62013
Understanding the curse of horizon in off-policy evaluation via conditional importance sampling
Y Liu, PL Bacon, E Brunskill
International Conference on Machine Learning, 6184-6193, 2020
52020
Options of Interest: Temporal Abstraction with Interest Functions
K Khetarpal, M Klissarov, M Chevalier-Boisvert, PL Bacon, D Precup
arXiv preprint arXiv:2001.00271, 2020
52020
On the bottleneck concept for options discovery
PL Bacon
Masters thesis, McGill University, 2013
52013
The Barbados 2018 list of open issues in continual learning
T Schaul, H van Hasselt, J Modayil, M White, A White, PL Bacon, J Harb, ...
arXiv preprint arXiv:1811.07004, 2018
42018
Conditional computation in neural networks using a decision-theoretic approach
PL Bacon, E Bengio, J Pineau, D Precup
Proceedings of the 2nd Multidisciplinary Conference on Reinforcement …, 2015
42015
Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods
R Islam, R Seraj, PL Bacon, D Precup
arXiv preprint arXiv:1912.05104, 2019
32019
Constructing temporal abstractions autonomously in reinforcement learning
PL Bacon, D Precup
Ai Magazine 39 (1), 39-50, 2018
32018
A matrix splitting perspective on planning with options
PL Bacon, D Precup
arXiv preprint arXiv:1612.00916, 2016
32016
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Articles 1–20