Dawei Yin
1 indexed paper
Recent (6 mo)
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126
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AI×1
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2026
Joint Agent Memory and Exploration Learning via Novelty Signals
The JAMEL framework addresses the challenge of effective exploration in open-ended environments by jointly training agent memory and exploration policies using natural, novelty-driven signals.
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Papers
cs.AIRecentJun 1, 2026
Joint Agent Memory and Exploration Learning via Novelty Signals
Shizuo Tian, Xiaohong Weng, Rui Kong, Yuxuan Chen +8 more
The JAMEL framework addresses the challenge of effective exploration in open-ended environments by jointly training agent memory and exploration policies using natural, novelty-driven signals.
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