Peter Sunehag
6 papers · 2013–2021 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π Academic Marathon (8) π Cross-Pollinator (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(4)
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Trend Setter
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Conference Pioneer
Conferences
ACML (2)
ICML (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(3)
multi-agent reinforcement learning
(2)
sample complexity
(1)
policy learning
(1)
policy search
(1)
state representation
(1)
partial observability
(1)
hypothesis class
(1)
markov game
(1)
evaluation benchmark
(1)
reward shaping
(1)
social dilemma
(1)
agent cooperation
(1)
stochastic search
(1)
scenario generation
(1)
rationality axiom
(1)
finite-error bound
(1)
environment class
(1)
test scenario
(1)
learning theory
(1)
Papers
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot
ICML 2021
Learning to Incentivize Other Learning Agents
NIPS 2020
Rationality, Optimism and Guarantees in General Reinforcement Learning
JMLR 2015
Reinforcement learning with value advice
ACML 2014
Q-learning for history-based reinforcement learning
ACML 2013
The Sample-Complexity of General Reinforcement Learning
ICML 2013