share record
persistent URL:
Yishuo Shi , Xiaoyan Lai : Approximation algorithm of maximizing non-monotone non-submodular functions under knapsack constraint. Theor. Comput. Sci. 990 : 114409 (2024 )export record
dblp key:
journals/tinstmc/DamodaranKS24 share record
persistent URL:
Suraj Damodaran , T. K. Sunil Kumar , A. P. Sudheer : Generalized method for rational approximation of SISO/MIMO fractional-order systems using squared magnitude function. Trans. Inst. Meas. Control 46 (2 ) : 207-222 (2024 )export record
dblp key:
journals/tjs/FathinezhadASC24 share record
persistent URL:
Fatemeh Fathinezhad , Peyman Adibi , Bijan Shoushtarian , Jocelyn Chanussot : Local and soft feature selection for value function approximation in batch reinforcement learning for robot navigation. J. Supercomput. 80 (8 ) : 10720-10745 (2024 )export record
dblp key:
journals/toms/PiazzolaT24 share record
persistent URL:
Chiara Piazzola , Lorenzo Tamellini : Algorithm 1040: The Sparse Grids Matlab Kit - a Matlab implementation of sparse grids for high-dimensional function approximation and uncertainty quantification. ACM Trans. Math. Softw. 50 (1 ) : 7:1-7:22 (2024 )export record
dblp key:
journals/trob/WangKLDSSWICVT24 share record
persistent URL:
Jiayi Wang , Sanghyun Kim , Teguh Santoso Lembono , Wenqian Du , Jaehyun Shim , Saeid Samadi , Ke Wang , Vladimir Ivan , Sylvain Calinon , Sethu Vijayakumar , Steve Tonneau : Online Multicontact Receding Horizon Planning via Value Function Approximation. IEEE Trans. Robotics 40 : 2791-2810 (2024 )share record
persistent URL:
Sergio Rozada , Santiago Paternain , Antonio G. Marques : Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning. IEEE Trans. Signal Process. 72 : 1634-1649 (2024 )share record
persistent URL:
Long-Fei Li , Peng Zhao , Zhi-Hua Zhou : Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation. AAAI 2024 : 13572-13580 share record
persistent URL:
Junyi Fan , Yuxuan Han , Jialin Zeng , Jian-Feng Cai , Yang Wang , Yang Xiang , Jiheng Zhang : RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model. AISTATS 2024 : 2035-2043 share record
persistent URL:
Jiayi Huang , Han Zhong , Liwei Wang , Lin Yang : Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation. AISTATS 2024 : 3673-3681 share record
persistent URL:
Jiawei Huang , Batuhan Yardim , Niao He : On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation. AISTATS 2024 : 289-297 share record
persistent URL:
Yingru Li , Zhi-Quan Luo : Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. AISTATS 2024 : 559-567 share record
persistent URL:
Zhishuai Liu , Pan Xu : Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation. AISTATS 2024 : 2719-2727 export record
dblp key:
journals/corr/abs-2401-03956 share record
persistent URL:
Ming-Jun Lai , Zhaiming Shen : The Optimal Rate for Linear KB-splines and LKB-splines Approximation of High Dimensional Continuous Functions and its Application. CoRR abs/2401.03956 (2024 )export record
dblp key:
journals/corr/abs-2401-05193 share record
persistent URL:
Aldo Pacchiano , Jonathan N. Lee , Emma Brunskill : Experiment Planning with Function Approximation. CoRR abs/2401.05193 (2024 )export record
dblp key:
journals/corr/abs-2401-08080 share record
persistent URL:
Alberto Costa : Approximations of the integral of a class of sinusoidal composite functions. CoRR abs/2401.08080 (2024 )export record
dblp key:
journals/corr/abs-2401-15196 share record
persistent URL:
Jiachen Xi , Alfredo Garcia , Petar Momcilovic : Regularized Q-Learning with Linear Function Approximation. CoRR abs/2401.15196 (2024 )export record
dblp key:
journals/corr/abs-2402-01371 share record
persistent URL:
Prashansa Panda , Shalabh Bhatnagar : Critic-Actor for Average Reward MDPs with Function Approximation: A Finite-Time Analysis. CoRR abs/2402.01371 (2024 )export record
dblp key:
journals/corr/abs-2402-01402 share record
persistent URL:
Mathias Oster , Luca Saluzzi , Tizian Wenzel : A comparison study of supervised learning techniques for the approximation of high dimensional functions and feedback control. CoRR abs/2402.01402 (2024 )export record
dblp key:
journals/corr/abs-2402-02917 share record
persistent URL:
Yuya Suzuki , Toni Karvonen : Construction of Optimal Algorithms for Function Approximation in Gaussian Sobolev Spaces. CoRR abs/2402.02917 (2024 )export record
dblp key:
journals/corr/abs-2402-03028 share record
persistent URL:
Martin Eigel , Charles Miranda : Functional SDE approximation inspired by a deep operator network architecture. CoRR abs/2402.03028 (2024 )export record
dblp key:
journals/corr/abs-2402-07082 share record
persistent URL:
Yan Dai , Qiwen Cui , Simon S. Du : Refined Sample Complexity for Markov Games with Independent Linear Function Approximation. CoRR abs/2402.07082 (2024 )export record
dblp key:
journals/corr/abs-2402-08856 share record
persistent URL:
Awni Altabaa , John Lafferty : Approximation of relation functions and attention mechanisms. CoRR abs/2402.08856 (2024 )export record
dblp key:
journals/corr/abs-2402-15399 share record
persistent URL:
Zhishuai Liu , Pan Xu : Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation. CoRR abs/2402.15399 (2024 )export record
dblp key:
journals/corr/abs-2402-15781 share record
persistent URL:
Donghwan Lee : Analysis of Off-Policy Multi-Step TD-Learning with Linear Function Approximation. CoRR abs/2402.15781 (2024 )export record
dblp key:
journals/corr/abs-2402-18159 share record
persistent URL:
Yu Chen , Xiangcheng Zhang , Siwei Wang , Longbo Huang : Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation. CoRR abs/2402.18159 (2024 )export record
dblp key:
journals/corr/abs-2403-00447 share record
persistent URL:
Giannis Delimpaltadakis , Jorge Cortés , W. P. M. H. Heemels : Continuous Approximations of Projected Dynamical Systems via Control Barrier Functions. CoRR abs/2403.00447 (2024 )export record
dblp key:
journals/corr/abs-2403-01339 share record
persistent URL:
Soumya Ganguly , Khoa Tran , Rahul Sarkar : Uniform Ck Approximation of G-Invariant and Antisymmetric Functions, Embedding Dimensions, and Polynomial Representations. CoRR abs/2403.01339 (2024 )export record
dblp key:
journals/corr/abs-2403-02476 share record
persistent URL:
Aritra Mitra : A Simple Finite-Time Analysis of TD Learning with Linear Function Approximation. CoRR abs/2403.02476 (2024 )export record
dblp key:
journals/corr/abs-2403-04946 share record
persistent URL:
Abram Rodgers , Daniele Venturi : Tensor approximation of functional differential equations. CoRR abs/2403.04946 (2024 )export record
dblp key:
journals/corr/abs-2403-06731 share record
persistent URL:
Paul Dommel , Alois Pichler : On the Approximation of Kernel functions. CoRR abs/2403.06731 (2024 )