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adaptive es-active subspace

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Reviews: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization

Neural Information Processing SystemsJan-25-2025, 09:45:07 GMT

All reviewers are positive about the paper. The paper addresses the problem of black-box optimization, currently of wide interest especially for reinforcement learning. The authors propose adaptive active subspaces techniques for black-box optimization. While the theoretical results seem currently limited, the experimental comparison is detailed and extensive. The proposed approach is therefore quite promising.

adaptive es-active subspace, blackbox optimization, complexity, (3 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.37)

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