Joshua Romoff
Joshua Romoff
Verified email at mail.mcgill.ca
Title
Cited by
Cited by
Year
Hybrid reward architecture for reinforcement learning
H Van Seijen, M Fatemi, J Romoff, R Laroche, T Barnes, J Tsang
Advances in Neural Information Processing Systems, 5392-5402, 2017
1182017
Tarmac: Targeted multi-agent communication
A Das, T Gervet, J Romoff, D Batra, D Parikh, M Rabbat, J Pineau
International Conference on Machine Learning, 1538-1546, 2019
392019
Randomized value functions via multiplicative normalizing flows
A Touati, H Satija, J Romoff, J Pineau, P Vincent
arXiv preprint arXiv:1806.02315, 2018
132018
Reward estimation for variance reduction in deep reinforcement learning
J Romoff, P Henderson, A Piché, V Francois-Lavet, J Pineau
arXiv preprint arXiv:1805.03359, 2018
132018
Where did my optimum go?: An empirical analysis of gradient descent optimization in policy gradient methods
P Henderson, J Romoff, J Pineau
arXiv preprint arXiv:1810.02525, 2018
12*2018
Multi-advisor reinforcement learning
R Laroche, M Fatemi, J Romoff, H van Seijen
arXiv preprint arXiv:1704.00756, 2017
112017
Separation of concerns in reinforcement learning
H van Seijen, M Fatemi, J Romoff, R Laroche
arXiv preprint arXiv:1612.05159, 2016
9*2016
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning
P Henderson, J Hu, J Romoff, E Brunskill, D Jurafsky, J Pineau
arXiv preprint arXiv:2002.05651, 2020
32020
Separating value functions across time-scales
J Romoff, P Henderson, A Touati, Y Ollivier, J Pineau, E Brunskill
International Conference on Machine Learning, 5468-5477, 2019
32019
Deep conditional multi-task learning in atari
J Romoff, E Bengio, J Pineau
ICML Workshop, 2016
32016
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
M Assran, J Romoff, N Ballas, J Pineau, M Rabbat
Advances in Neural Information Processing Systems, 13299-13309, 2019
2019
About the attractor phenomenon in decomposed reinforcement learning
R Laroche, M Fatemi, J Romoff, H van Seijen
2018
Variational Encoder Decoder for Image Generation Conditioned on Captions
J Romoff, M MCGILL, P Parthasarathi
The system can't perform the operation now. Try again later.
Articles 1–13