Jiayi Weng
4 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
deep reinforcement learning
(1)
reinforcement learning
(1)
hierarchical reinforcement learning
(1)
parallel computing
(1)
distributed training
(1)
proximal policy optimization
(1)
intrinsic reward
(1)
algorithm implementation
(1)
frame rate
(1)
high-performance computing
(1)
first-person shooter
(1)
option framework
(1)
environment simulation
(1)
python library
(1)
distributed reinforcement learning
(1)
system optimization
(1)
parallel environment execution
(1)
actor-learner framework
(1)
reproducible learning curve
(1)
Papers
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
ICLR 2024
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
NeurIPS 2022
Tianshou: A Highly Modularized Deep Reinforcement Learning Library
JMLR 2022
Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning
IJCAI 2019