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Weiqin Chen
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Year
Nonautonomous characteristics of lump solutions for a (2+ 1)-dimensional Korteweg–de Vries equation with variable coefficients
FP Chen, WQ Chen, L Wang, ZJ Ye
Applied Mathematics Letters 96, 33-39, 2019
232019
Probabilistic constraint for safety-critical reinforcement learning
W Chen, D Subramanian, S Paternain
IEEE Transactions on Automatic Control, 2024
162024
The use of capsuled paraffin wax in low-temperature thermal energy storage applications: an experimental and numerical investigation
A Ochman, WQ Chen, P Błasiak, M Pomorski, S Pietrowicz
Energies 14 (3), 538, 2021
142021
Dynamics of transformed nonlinear waves in the (3+ 1)-dimensional B-type Kadomtsev–Petviashvili equation I: Transitions mechanisms
X Zhang, L Wang, WQ Chen, XM Yao, X Wang, YC Zhao
Communications in Nonlinear Science and Numerical Simulation 105, 106070, 2022
122022
Nonautonomous Motion Study on Accelerated and Decelerated Lump Waves for a (3+ 1)‐Dimensional Generalized Shallow Water Wave Equation with Variable Coefficients
WQ Chen, QF Guan, CF Jiang, FF Zhang, L Wang
Complexity 2019 (1), 6287461, 2019
122019
Policy gradients for probabilistic constrained reinforcement learning
W Chen, D Subramanian, S Paternain
2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023
72023
Domain adaptation for offline reinforcement learning with limited samples
W Chen, S Mishra, S Paternain
arXiv preprint arXiv:2408.12136, 2024
22024
Strategist: Learning Strategic Skills by LLMs via Bi-Level Tree Search
J Light, M Cai, W Chen, G Wang, X Chen, W Cheng, Y Yue, Z Hu
arXiv preprint arXiv:2408.10635; ICML 2024 Workshop, 2024
12024
Adaptive primal-dual method for safe reinforcement learning
W Chen, J Onyejizu, L Vu, L Hoang, D Subramanian, K Kar, S Mishra, ...
AAMAS 2024, 2024
12024
Open Problems and Modern Solutions for Deep Reinforcement Learning
W Chen
arXiv preprint arXiv:2302.02298, 2023
12023
PIANIST: Learning Partially Observable World Models with LLMs for Multi-Agent Decision Making
J Light, S Xing, Y Liu, W Chen, M Cai, X Chen, G Wang, W Cheng, Y Yue, ...
arXiv preprint arXiv:2411.15998; NeurIPS 2024 Workshop, 2024
2024
SAD: State-Action Distillation for In-Context Reinforcement Learning under Random Policies
W Chen, S Paternain
arXiv preprint arXiv:2410.19982; AAAI 2025 Workshop, 2024
2024
A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms
W Chen, MS Squillante, CW Wu, S Paternain
arXiv preprint arXiv:2406.14753; AAAI 2025 Bridge, 2024
2024
Generalized constraint for probabilistic safe reinforcement learning
W Chen, S Paternain
6th Annual Learning for Dynamics & Control Conference, 1606-1618, 2024
2024
Numerical simulation for the motions of nonautonomous solitary waves of a variable-coefficient forced Burgers equation via the lattice Boltzmann method
Q Guan, W Chen, Y Li
arXiv preprint arXiv:2212.01632, 2022
2022
Nonautonomous Motion Study on Accelerated and Decelerated Lump Waves for a-Dimensional Generalized Shallow Water Wave Equation with Variable Coefficients
WQ Chen, QF Guan, CF Jiang, FF Zhang, L Wang
2019
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