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Jingsong Liang
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2020 – today
- 2025
[j1]Jingsong Liang
, Yuhong Cao
, Yixiao Ma
, Hanqi Zhao
, Guillaume Sartoretti
:
HDPlanner: Advancing Autonomous Deployments in Unknown Environments Through Hierarchical Decision Networks. IEEE Robotics Autom. Lett. 10(1): 256-263 (2025)
[c3]Yuhong Cao, Jeric Lew, Jingsong Liang, Jin Cheng, Guillaume Sartoretti:
DARE: Diffusion Policy for Autonomous Robot Exploration. ICRA 2025: 11987-11993
[i8]Jiaqi Chen, Mingfeng Fan, Xuefeng Zhang, Jingsong Liang, Yuhong Cao, Guohua Wu, Guillaume Adrien Sartoretti:
Multimodal Fused Learning for Solving the Generalized Traveling Salesman Problem in Robotic Task Planning. CoRR abs/2506.16931 (2025)
[i7]Yizhuo Wang, Haodong He, Jingsong Liang, Yuhong Cao, Ritabrata Chakraborty
, Guillaume Sartoretti:
CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction. CoRR abs/2508.03027 (2025)
[i6]Haozhan Ni, Jingsong Liang, Chenyu He, Yuhong Cao, Guillaume Sartoretti:
GRATE: a Graph transformer-based deep Reinforcement learning Approach for Time-efficient autonomous robot Exploration. CoRR abs/2509.12863 (2025)
[i5]Yuhong Cao, Yizhuo Wang, Jingsong Liang, Shuhao Liao, Yifeng Zhang, Peizhuo Li, Guillaume Sartoretti:
HEADER: Hierarchical Robot Exploration via Attention-Based Deep Reinforcement Learning with Expert-Guided Reward. CoRR abs/2510.15679 (2025)- 2024
[c2]Derek Ming Siang Tan, Yixiao Ma, Jingsong Liang, Yi Cheng Chng, Yuhong Cao, Guillaume Sartoretti:
IR2: Implicit Rendezvous for Robotic Exploration Teams under Sparse Intermittent Connectivity. IROS 2024: 13245-13252
[i4]Yixiao Ma
, Jingsong Liang, Yuhong Cao, Derek Ming Siang Tan, Guillaume Sartoretti:
Privileged Reinforcement and Communication Learning for Distributed, Bandwidth-limited Multi-robot Exploration. CoRR abs/2407.20203 (2024)
[i3]Jingsong Liang, Yuhong Cao, Yixiao Ma, Hanqi Zhao, Guillaume Sartoretti:
HDPlanner: Advancing Autonomous Deployments in Unknown Environments through Hierarchical Decision Networks. CoRR abs/2408.03768 (2024)
[i2]Derek Ming Siang Tan, Yixiao Ma
, Jingsong Liang, Yi Cheng Chng, Yuhong Cao, Guillaume Sartoretti:
IR2: Implicit Rendezvous for Robotic Exploration Teams under Sparse Intermittent Connectivity. CoRR abs/2409.04730 (2024)
[i1]Yuhong Cao, Jeric Lew, Jingsong Liang, Jin Cheng, Guillaume Sartoretti:
DARE: Diffusion Policy for Autonomous Robot Exploration. CoRR abs/2410.16687 (2024)- 2023
[c1]Jingsong Liang, Zhichen Wang, Yuhong Cao, Jimmy Chiun, Mengqi Zhang, Guillaume Adrien Sartoretti:
Context-Aware Deep Reinforcement Learning for Autonomous Robotic Navigation in Unknown Area. CoRL 2023: 1425-1436
Coauthor Index
aka: Guillaume Adrien Sartoretti

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