Search Results for author: Zi-Niu Li

Found 2 papers, 1 papers with code

Self-Guided Evolution Strategies with Historical Estimated Gradients

1 code implementation IJCAI 2020 Fei-Yu Liu, Zi-Niu Li, Chao Qian

Evolution Strategies (ES) are a class of black-box optimization algorithms and have been widely applied to solve problems, e. g., in reinforcement learning (RL), where the true gradient is unavailable.

Reinforcement Learning (RL)

Deep exploration by novelty-pursuit with maximum state entropy

no code implementations25 Sep 2019 Zi-Niu Li, Xiong-Hui Chen, Yang Yu

Efficient exploration is essential to reinforcement learning in huge state space.

Efficient Exploration

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