"policy search" Papers

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Alignment of Large Language Models with Constrained Learning

Botong Zhang, Shuo Li, Ignacio Hounie et al.

NEURIPS 2025arXiv:2505.19387
2
citations

EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search

Pengyi Li, Yan Zheng, Hongyao Tang et al.

ICML 2024

Hybrid Inverse Reinforcement Learning

Juntao Ren, Gokul Swamy, Steven Wu et al.

ICML 2024oralarXiv:2402.08848
29
citations

On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control

Amrit Singh Bedi, Anjaly Parayil, Junyu Zhang et al.

ICML 2024arXiv:2106.08414
18
citations

Value-Evolutionary-Based Reinforcement Learning

Pengyi Li, Jianye Hao, Hongyao Tang et al.

ICML 2024oral