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Alan Chan

2 accepted papers

2025

Position: AI Agents Need Authenticated Delegation

ICML 2025oral

The rapid deployment of autonomous AI agents creates urgent challenges in the areas of authorization, accountability, and access control in task delegation. This position paper argues that authenticated and auditable delegation of authority to AI agents is a critical component of mitigating practica…

Cited by 0SourcePDFScholar
2020

Training Recurrent Neural Networks Online by Learning Explicit State Variables

ICLR 2020poster

Recurrent neural networks (RNNs) allow an agent to construct a state-representation from a stream of experience, which is essential in partially observable problems. However, there are two primary issues one must overcome when training an RNN: the sensitivity of the learning algorithm's performance…

Cited by 6SourceScholar