Alexander Peysakhovich
4 papers · 2018–2020 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
multi-agent system
(2)
reinforcement learning
(1)
stochastic gradient descent
(1)
robust optimization
(1)
sample complexity
(1)
imperfect information
(1)
characteristic function
(1)
optimization algorithm
(1)
counterfactual prediction
(1)
social dilemma
(1)
market design
(1)
shapley value
(1)
cooperative game theory
(1)
loss surface
(1)
local optimum
(1)
reward allocation
(1)
structural estimation
(1)
hessian eigenvector
(1)
conditional cooperation
(1)
deep reinforcement learning
(1)
Papers
Evaluating and Rewarding Teamwork Using Cooperative Game Abstractions
NeurIPS 2020
Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian
NeurIPS 2020
Robust Multi-agent Counterfactual Prediction
NeurIPS 2019
Consequentialist conditional cooperation in social dilemmas with imperfect information
ICLR 2018