Romoff, Joshua

11 publications

ICLR 2024 Improving Intrinsic Exploration by Creating Stationary Objectives Roger Creus Castanyer, Joshua Romoff, Glen Berseth

NeurIPSW 2023 Improving Intrinsic Exploration by Creating Stationary Objectives Roger Creus Castanyer, Joshua Romoff, Glen Berseth

ICML 2022 Direct Behavior Specification via Constrained Reinforcement Learning Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Chris J Pal

IJCAI 2021 Deep Reinforcement Learning for Navigation in AAA Video Games Eloi Alonso, Maxim Peter, David Goumard, Joshua Romoff

JMLR 2020 Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning Peter Henderson, Jieru Hu, Joshua Romoff, Emma Brunskill, Dan Jurafsky, Joelle Pineau

NeurIPS 2019 Gossip-Based Actor-Learner Architectures for Deep Reinforcement Learning Mahmoud Assran, Joshua Romoff, Nicolas Ballas, Joelle Pineau, Michael Rabbat

UAI 2019 Randomized Value Functions via Multiplicative Normalizing Flows Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent

ICML 2019 Separating Value Functions Across Time-Scales Joshua Romoff, Peter Henderson, Ahmed Touati, Emma Brunskill, Joelle Pineau, Yann Ollivier

ICML 2019 TarMAC: Targeted Multi-Agent Communication Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Mike Rabbat, Joelle Pineau

CoRL 2018 Reward Estimation for Variance Reduction in Deep Reinforcement Learning Joshua Romoff, Peter Henderson, Alexandre Piché, Vincent François-Lavet, Joelle Pineau

NeurIPS 2017 Hybrid Reward Architecture for Reinforcement Learning Harm Van Seijen, Mehdi Fatemi, Joshua Romoff, Romain Laroche, Tavian Barnes, Jeffrey Tsang