Robert Loftin
4 papers · 2017–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Trend Setter
Conferences
ICML (2)
NIPS (1)
UAI (1)
Top co-authors
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
NIPS 2019
Interactive Learning from Policy-Dependent Human Feedback
ICML 2017