Wenjia Meng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Function Approximators

Policy Gradient

Reinforcement Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Wenjia Meng, Qian Zheng, Long Yang, Yilong Yin, Gang Pan
Off-OAB: Off-Policy Policy Gradient Method with Optimal Action-Dependent Baseline. CoRR (2024)
Wenjia Meng, Qian Zheng, Gang Pan, Yilong Yin
Off-Policy Proximal Policy Optimization. AAAI (2023)
Wenjia Meng, Qian Zheng, Yue Shi, Gang Pan
An Off-Policy Trust Region Policy Optimization Method With Monotonic Improvement Guarantee for Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Wenjia Meng, Qian Zheng, Long Yang, Pengfei Li, Gang Pan
Qualitative Measurements of Policy Discrepancy for Return-Based Deep Q-Network. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Wenjia Meng, Qian Zheng, Long Yang, Pengfei Li, Gang Pan
Qualitative Measurements of Policy Discrepancy for Return-based Deep Q-Network. CoRR (2018)
Long Yang, Minhao Shi, Qian Zheng, Wenjia Meng, Gang Pan
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning. IJCAI (2018)
Long Yang, Minhao Shi, Qian Zheng, Wenjia Meng, Gang Pan
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning. CoRR (2018)
Wenjia Meng, Zonghua Gu, Ming Zhang, Zhaohui Wu
Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices. CoRR (2017)