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Bo Liu
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Accelerating a Recurrent Neural Network to Finite-Time Convergence for Solving Time-Varying Sylvester Equation by Using a Sign-Bi-power Activation Function
S Li, S Chen, B Liu
Neural Processing Letters 37 (2), 189-205, 2012
2682012
Decentralized kinematic control of a class of collaborative redundant manipulators via recurrent neural networks
S Li, S Chen, B Liu, Y Li, Y Liang
Neurocomputing, 2012
1652012
Finite-Sample Analysis of Proximal Gradient TD Algorithms
B Liu, J Liu, M Ghavamzadeh, S Mahadevan, M Petrik
31th Conference on Uncertainty in Artificial Intelligence (UAI), 2015
147*2015
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values
S Zhang, B Liu, S Whiteson
International Conference on Machine Learning (ICML), 2020
117*2020
Selective Positive-Negative Feedback Produces the Winner-Take-All Competition in Recurrent Neural Networks
S Li, B Liu, Y Li
IEEE Transactions on Neural Networks and Learning Systems (IEEE-TNNLS) 24 …, 2013
1042013
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
F Yang, D Lyu, B Liu, S Gustafson
27th International Joint Conference on Artificial Intelligence (IJCAI), 4860 …, 2018
1032018
SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
D Lyu, F Yang, B Liu, S Gustafson
33rd AAAI Conference on Artificial Intelligence (AAAI), 2019
972019
Hierarchical Feature Selection for Random Projection
Q Wang, J Wan, F Nie, B Liu, C Young, X Li
IEEE Transactions on Neural Networks and Learning Systems (IEEE-TNNLS), 2018
782018
Decentralized control of collaborative redundant manipulators with partial command coverage via locally connected recurrent neural networks
S Li, H Cui, Y Li, B Liu, Y Lou
Neural Computing & Applications, 1-10, 2012
742012
Bluetooth aided mobile phone localization: a nonlinear neural circuit approach
S Li, Y Lou, B Liu
ACM Transactions on Embedded Computing Systems (ACM TECS) 13 (4), 78, 2014
652014
Regularized Off-Policy TD-Learning
B Liu, S Mahadevan, J Liu
Advances in Neural Information Processing Systems 25 (NIPS), 845--853, 2012
642012
Proximal reinforcement learning: A new theory of sequential decision making in primal-dual spaces
S Mahadevan, B Liu, P Thomas, W Dabney, S Giguere, N Jacek, I Gemp, ...
arXiv preprint arXiv:1405.6757, 2014
492014
Sparse Q-learning with Mirror Descent
S Mahadevan, B Liu
Proceedings of the Conference on Uncertainty in AI (UAI), 2012
462012
Model-free control of Lorenz chaos using an approximate optimal control strategy
S Li, Y Li, B Liu, T Murray
Communications in Nonlinear Science and Numerical Simulation 17 (12), 4891-4900, 2012
402012
Transferable contextual bandit for cross-domain recommendation
B Liu, Y Wei, Y Zhang, Z Yan, Q Yang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 32 (1), 2018
382018
Neural network based mobile phone localization using Bluetooth connectivity
S Li, B Liu, B Chen, Y Lou
Neural Computing & Applications, 1-9, 2012
382012
Provably Convergent Off-Policy Actor-Critic with Function Approximation
S Zhang, B Liu, H Yao, S Whiteson
International Conference on Machine Learning (ICML), 2020
33*2020
Neural clinical paraphrase generation with attention
SA Hasan, B Liu, J Liu, A Qadir, K Lee, V Datla, A Prakash, O Farri
Proceedings of the Clinical Natural Language Processing Workshop …, 2016
312016
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization
Liu, B. and Xie, T. and Xu, Y. and Ghavamzadeh, M. and Chow, Y. and Lyu, D ...
Advances in Neural Information Processing Systems (NeurIPS), 2018
28*2018
Basis construction from power series expansions of value functions
S Mahadevan, B Liu
Advances in Neural Information Processing Systems (NIPS) 23, 1540-1548, 2010
282010
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Articles 1–20