Ryan Faulkner
5 papers · 2018–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
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Trend Setter
Conferences
NIPS (3)
ACL (1)
ICLR (1)
Top co-authors
Keywords
deep reinforcement learning
(2)
reinforcement learning
(2)
language modeling
(1)
working memory
(1)
relational reasoning
(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)
holdout generalization
(1)
interval timing
(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
NIPS 2019
Interval timing in deep reinforcement learning agents
NIPS 2019
Relational recurrent neural networks
NIPS 2018