S. Shankar Sastry
1 indexed paper
Recent (6 mo)
1With code
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126
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Robotics×1AI×1NLP×1ML×1
Frequent co-authors
Research Timeline
2026
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks
The paper introduces Graph-as-Policy (GaP), a multi-agent coding harness for Variational Automation tasks that generates directed computation graphs and improves success rates and throughput through internal simulation.
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Papers
cs.ROcs.AIcs.CLEmpiricalRecentJul 6, 2026
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks
Kaiyuan Chen, Shuangyu Xie, Letian Fu, Justin Yu +20 more
The paper introduces Graph-as-Policy (GaP), a multi-agent coding harness for Variational Automation tasks that generates directed computation graphs and improves success rates and throughput through i…
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