Kyunghwan Son
5 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
multi-agent reinforcement learning
(3)
sample efficiency
(1)
distributional reinforcement learning
(1)
markov decision process
(1)
action selection
(1)
weight sharing
(1)
cooperative multi-agent system
(1)
value factorization
(1)
goal-conditioned reinforcement learning
(1)
cooperative multi-agent
(1)
centralized training decentralized execution
(1)
risk-sensitive reinforcement learning
(1)
combinatorial selection
(1)
iterative selection
(1)
policy distillation
(1)
joint action-value function
(1)
communication scheduling
(1)
starcraft multi-agent challenge
(1)
graph-based planning
(1)
message encoding
(1)
Papers
Imitating Graph-Based Planning with Goal-Conditioned Policies
ICLR 2023
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning
ICML 2022
Learning to Schedule Communication in Multi-agent Reinforcement Learning
ICLR 2019
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning
ICML 2019
Solving Continual Combinatorial Selection via Deep Reinforcement Learning
IJCAI 2019