Robert Loftin
4 papers · 2017–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
sample efficiency
(2)
optimistic exploration
(2)
game theory
(1)
policy learning
(1)
continuous control
(1)
human feedback
(1)
learning algorithm
(1)
zero-sum game
(1)
matrix game
(1)
repeated game
(1)
cooperative learning
(1)
markov game
(1)
confidence bound
(1)
reward signal
(1)
multi-agent system
(1)
strategic efficiency
(1)
learning theory
(1)
adaptive partner
(1)
multi-agent reinforcement learning
(1)
Papers
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games
ICML 2022
Strategically efficient exploration in competitive multi-agent reinforcement learning
UAI 2021
Better Exploration with Optimistic Actor Critic
NeurIPS 2019
Interactive Learning from Policy-Dependent Human Feedback
ICML 2017