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Nicholas R. Waytowich — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Nicholas R. Waytowich
11
papers ·
48
citations ·
18
h-index
DEVCOM Army Research Laboratory · United States Army Combat Capabilities Development Command
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Most-cited papers
Cycle-of-Learning for Autonomous Systems from Human Interaction
2018 · 14 citations
Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments
2019 · 9 citations
Coordination-driven learning in multi-agent problem spaces
2018 · 5 citations
Measuring collaborative emergent behavior in multi-agent reinforcement learning
2018 · 2 citations
On the use of Deep Autoencoders for Efficient Embedded Reinforcement Learning
2019
Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning
2019
On Memory Mechanism in Multi-Agent Reinforcement Learning
2019
Top co-authors
Sean L. Barton
· 3
Vernon J. Lawhern
· 3
Derrik E. Asher
· 2
Vinicius G. Goecks
· 2
and Derrik E. Asher
· 1
Bharat Prakash
· 1
Erin Zaroukian
· 1
Ethan Stump
· 1
Garrett Warnell
· 1
Gregory M. Gremillion
· 1
John Valasek
· 1
Julie A. Shah
· 1
Topics
Value-Based
Multi-Agent
Game AI
Model-Based RL
RLHF & Alignment
Meta-RL
Policy Gradient
Offline RL