Joshua Romoff

Joshua Romoff

McGill University - Montreal / Canada
Engineering & Technology / Computer Science
AD Scientific Index ID: 664601
person_outline Joshua Romoff's MOST POPULAR ARTICLES
1-) Towards the systematic reporting of the energy and carbon footprints of machine learningP Henderson, J Hu, J Romoff, E Brunskill, D Jurafsky, J PineauThe Journal of Machine Learning Research 21 (1), 10039-10081, 20203322020
2-) Tarmac: Targeted multi-agent communicationA Das, T Gervet, J Romoff, D Batra, D Parikh, M Rabbat, J PineauInternational Conference on Machine Learning, 1538-1546, 20193232019
3-) Hybrid reward architecture for reinforcement learningH Van Seijen, M Fatemi, J Romoff, R Laroche, T Barnes, J TsangAdvances in Neural Information Processing Systems 30, 20172462017
4-) Reward estimation for variance reduction in deep reinforcement learningJ Romoff, P Henderson, A Piché, V Francois-Lavet, J PineauConference on Robot Learning, 674-699, 2018512018
5-) Where did my optimum go?: An empirical analysis of gradient descent optimization in policy gradient methodsP Henderson, J Romoff, J PineauarXiv preprint arXiv:1810.02525, 201850*2018