Pengjie Gu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Delayed Feedback

Partial Observability

Reinforcement Learning

Spiking Neural Networks

Top Venues

Publications

Lang Feng, Pengjie Gu, Bo An, Gang Pan
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree. CoRR (2024)
Weihao Tan, Ziluo Ding, Wentao Zhang, Boyu Li, Bohan Zhou, Junpeng Yue, Haochong Xia, Jiechuan Jiang, Longtao Zheng, Xinrun Xu, Yifei Bi, Pengjie Gu, Xinrun Wang, Börje F. Karlsson, Bo An, Zongqing Lu
Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study. CoRR (2024)
Shanqi Liu, Dong Xing, Pengjie Gu, Xinrun Wang, Bo An, Yong Liu
Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution. ICLR (2024)
Huajin Tang, Pengjie Gu, Jayawan H. B. Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan
Neuromorphic Auditory Perception by Neural Spiketrum. CoRR (2023)
Pengjie Gu, Xinyu Cai, Dong Xing, Xinrun Wang, Mengchen Zhao, Bo An
Offline RL with Discrete Proxy Representations for Generalizability in POMDPs. NeurIPS (2023)
Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification. CoRR (2023)
Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification. ICML (2023)
Pengjie Gu, Mengchen Zhao, Chen Chen, Dong Li, Jianye Hao, Bo An
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning. ICML (2022)
Pengjie Gu, Mengchen Zhao, Jianye Hao, Bo An
Online Ad Hoc Teamwork under Partial Observability. ICLR (2022)
Xianglan Wen, Pengjie Gu, Rui Yan, Huajin Tang
Deep Spiking Neural Network Using Spatio-temporal Backpropagation with Variable Resistance. IJCNN (2020)
Hanxiao Qian, Pengjie Gu, Rui Yan, Huajin Tang
Robust Multipitch Estimation of Piano Sounds Using Deep Spiking Neural Networks. SSCI (2019)
Pengjie Gu, Rong Xiao, Gang Pan, Huajin Tang
STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks. IJCAI (2019)
Rong Xiao, Huajin Tang, Pengjie Gu, Xiaoliang Xu
Spike-based encoding and learning of spectrum features for robust sound recognition. Neurocomputing 313 (2018)