Joshua Hoffman

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 5

Top Topics

Multi Robot Cooperative

Learning Agents

Primitive Actions

Numerical And Categorical Attributes

Top Venues

Publications

Yuchen Xiao, Joshua Hoffman, Christopher Amato
Macro-Action-Based Deep Multi-Agent Reinforcement Learning. CoRR (2020)
Yuchen Xiao, Joshua Hoffman, Tian Xia, Christopher Amato
Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net. ICRA (2020)
Yuchen Xiao, Joshua Hoffman, Tian Xia, Christopher Amato
Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract). AAAI (2020)
Yuchen Xiao, Joshua Hoffman, Christopher Amato
Macro-Action-Based Deep Multi-Agent Reinforcement Learning. CoRL (2019)
Yuchen Xiao, Joshua Hoffman, Tian Xia, Christopher Amato
Multi-Robot Deep Reinforcement Learning with Macro-Actions. CoRR (2019)
Jacob B. Hall, Jessica Cooke Bailey, Joshua Hoffman, Margaret A. Pericak-Vance, William K. Scott, Jaclyn Kovach, Stephen G. Schwartz, Anita Agarwal, Milam Brantley, Jonathan L. Haines, William S. Bush
Estimating cumulative pathway effects on risk for age-related macular degeneration using mixed linear models. BMC Bioinform. 16 (2015)