Ryan Faulkner
5 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Mega-Team · Squad
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
deep reinforcement learning
(3)
reinforcement learning
(2)
language modeling
(1)
working memory
(1)
relational reasoning
(1)
value iteration
(1)
episodic memory
(1)
memory system
(1)
multi-head attention
(1)
temporal representation
(1)
memory network
(1)
memory architecture
(1)
recurrent network
(1)
academic writing
(1)
writing assistant
(1)
multi-agent system
(1)
agent architecture
(1)
agent generalization
(1)
skill library
(1)
novel environment
(1)
Papers
PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf
ACL 2026
Rapid Task-Solving in Novel Environments
ICLR 2021
Generalization of Reinforcement Learners with Working and Episodic Memory
NeurIPS 2019
Interval timing in deep reinforcement learning agents
NeurIPS 2019
Relational recurrent neural networks
NeurIPS 2018