Search Results for author: Zhipeng Liang

Found 2 papers, 2 papers with code

Generalized Linear Bandits with Local Differential Privacy

1 code implementation7 Jun 2021 Yuxuan Han, Zhipeng Liang, Yang Wang, Jiheng Zhang

In this paper, we design LDP algorithms for stochastic generalized linear bandits to achieve the same regret bound as in non-privacy settings.

Decision Making Multi-Armed Bandits

Adversarial Deep Reinforcement Learning in Portfolio Management

3 code implementations29 Aug 2018 Zhipeng Liang, Hao Chen, Junhao Zhu, Kangkang Jiang, Yan-ran Li

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

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