Joshua Hoffman

Northeastern University, Universidad del Noreste

Papers

7

Total Citations

50

H-Index

3

About

No biography available yet.

Research Focus

Reinforcement learning7 · 50 citations
Computer science7 · 50 citations
Artificial intelligence7 · 50 citations
Asynchronous communication5 · 45 citations
Macro6 · 45 citations
Computer network4 · 43 citations
Action selection5 · 42 citations
Distributed computing4 · 40 citations
Engineering4 · 37 citations
Robot4 · 34 citations
Q-learning3 · 31 citations
Leverage (statistics)2 · 29 citations

Key Achievements

3
H-Index
7
Papers
50
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net
27 citations · 2020
📈 Most Prolific Year: 2020 (4 Papers)
🤝 Key Collaborators: 6
🏛 Institutions: Northeastern University, Universidad del Noreste

Top Papers

  1. 1
    Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net
    27 citations · 2020
  2. 2
    Macro-Action-Based Deep Multi-Agent Reinforcement Learning
    9 citations · 2020
  3. 3
    Asynchronous multi-agent deep reinforcement learning under partial observability
    5 citations · 2025
  4. 4
    Multi-Robot Deep Reinforcement Learning with Macro-Actions.
    3 citations · 2019
  5. 5
    Macro-Action-Based Deep Multi-Agent Reinforcement Learning
    2 citations · 2020
  6. 6
    Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract)
    2 citations · 2020
  7. 7
    Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net
    2 citations · 2019

Key Collaborators

CAChristopher Amato7 shared papersYXYuchen Xiao6 shared papersTXTian Xia4 shared papersWTWeihao Tan1 shared papersYXYuchen Xiao1 shared papersTXTian Xia1 shared papers
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