Pengjie Gu

According to our database, Pengjie Gu authored at least 14 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study.

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

CoRR, 2024

PoRank: A Practical Framework for Learning to Rank Policies.

Pengjie Gu, Mengchen Zhao, Xu He, Yi Cai, Bo An

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree.

Lang Feng, Pengjie Gu, Bo An, Gang Pan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution.

Shanqi Liu, Dong Xing, Pengjie Gu, Xinrun Wang, Bo An, Yong Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Improving Unsupervised Hierarchical Representation With Reinforcement Learning.

Ruyi An, Yewen Li, Xu He, Pengjie Gu, Mengchen Zhao, Dong Li, Jianye Hao, Chaojie Wang, Bo An, Mingyuan Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Neuromorphic Auditory Perception by Neural Spiketrum.

Huajin Tang, Pengjie Gu, Jayawan H. B. Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan

CoRR, 2023

Offline RL with Discrete Proxy Representations for Generalizability in POMDPs.

Pengjie Gu, Xinyu Cai, Dong Xing, Xinrun Wang, Mengchen Zhao, Bo An

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification.

Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan

Proceedings of the International Conference on Machine Learning, 2023

2022

Learning Pseudometric-based Action Representations for Offline Reinforcement Learning.

Pengjie Gu, Mengchen Zhao, Chen Chen, Dong Li, Jianye Hao, Bo An

Proceedings of the International Conference on Machine Learning, 2022

Online Ad Hoc Teamwork under Partial Observability.

Pengjie Gu, Mengchen Zhao, Jianye Hao, Bo An

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Deep Spiking Neural Network Using Spatio-temporal Backpropagation with Variable Resistance.

Xianglan Wen, Pengjie Gu, Rui Yan, Huajin Tang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Robust Multipitch Estimation of Piano Sounds Using Deep Spiking Neural Networks.

Hanxiao Qian, Pengjie Gu, Rui Yan, Huajin Tang

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks.

Pengjie Gu, Rong Xiao, Gang Pan, Huajin Tang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Spike-based encoding and learning of spectrum features for robust sound recognition.

Rong Xiao, Huajin Tang, Pengjie Gu, Xiaoliang Xu

Neurocomputing, 2018