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Wenzhe Cai
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Discuss before moving: Visual language navigation via multi-expert discussions
Y Long, X Li, W Cai, H Dong
2024 IEEE International Conference on Robotics and Automation (ICRA), 17380 …, 2024
302024
Bridging zero-shot object navigation and foundation models through pixel-guided navigation skill
W Cai, S Huang, G Cheng, Y Long, P Gao, C Sun, H Dong
2024 IEEE International Conference on Robotics and Automation (ICRA), 5228-5234, 2024
262024
Multi-Task Reinforcement Learning With Attention-Based Mixture of Experts
G Cheng, L Dong, W Cai, C Sun
IEEE Robotics and Automation Letters, 2023
142023
InstructNav: Zero-shot System for Generic Instruction Navigation in Unexplored Environment
Y Long, W Cai, H Wang, G Zhan, H Dong
arXiv preprint arXiv:2406.04882, 2024
122024
Empowering Large Language Models on Robotic Manipulation with Affordance Prompting
G Cheng, C Zhang, W Cai, L Zhao, C Sun, J Bian
arXiv preprint arXiv:2404.11027, 2024
72024
Attention-based face alignment: A solution to speed/accuracy trade-off
T Wang, X Tong, W Cai
Neurocomputing 400, 86-96, 2020
72020
UAV target following in complex occluded environments with adaptive multi-modal fusion
L Xu, T Wang, W Cai, C Sun
Applied Intelligence 53 (13), 16998-17014, 2023
62023
Towards better generalization in quadrotor landing using deep reinforcement learning
J Wang, T Wang, Z He, W Cai, C Sun
Applied Intelligence 53 (6), 6195-6213, 2023
62023
Multi-objective deep reinforcement learning for crowd-aware robot navigation with dynamic human preference
G Cheng, Y Wang, L Dong, W Cai, C Sun
Neural Computing and Applications 35 (22), 16247-16265, 2023
42023
Learning a world model with multitimescale memory augmentation
W Cai, T Wang, J Wang, C Sun
IEEE Transactions on Neural Networks and Learning Systems 34 (11), 8493-8502, 2022
32022
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
W Liu, W Cai, K Jiang, G Cheng, Y Wang, J Wang, J Cao, L Xu, C Mu, ...
arXiv preprint arXiv:2312.16248, 2023
22023
LLM+ A: Grounding Large Language Models in Physical World with Affordance Prompting
G Cheng, C Zhang, W Cai, L Zhao, C Sun, J Bian
12024
Robust Navigation with Cross-Modal Fusion and Knowledge Transfer
W Cai, G Cheng, L Kong, D Lu, C Sun
IEEE Conference on Robotics and Automation, 2023
12023
Boosting Efficient Reinforcement Learning for Vision-and-Language Navigation With Open-Sourced LLM
J Wang, T Wang, W Cai, L Xu, C Sun
IEEE Robotics and Automation Letters, 2024
2024
ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination
X Zhao, W Cai, L Tang, T Wang
arXiv preprint arXiv:2410.09874, 2024
2024
MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-object Demand-driven Navigation
H Wang, P Liu, W Cai, M Wu, Z Qian, H Dong
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
2024
DGMem: learning visual navigation policy without any labels by dynamic graph memory
W Cai, T Wang, G Cheng, L Xu, C Sun
Applied Intelligence, 1-12, 2024
2024
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