• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 64 matches

• 2024
• 
  Semih Cayci, Niao He, R. Srikant:
  Finite-Time Analysis of Natural Actor-Critic for POMDPs. SIAM J. Math. Data Sci. 6(4): 869-896 (2024)
• 
  Semih Cayci, Niao He, R. Srikant:
  Finite-Time Analysis of Entropy-Regularized Neural Natural Actor-Critic Algorithm. Trans. Mach. Learn. Res. 2024 (2024)
• 
  Yudan Wang, Yue Wang, Yi Zhou, Shaofeng Zou:
  Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation. ICML 2024
• 
  Tong Yang, Shicong Cen, Yuting Wei, Yuxin Chen, Yuejie Chi:
  Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning. NeurIPS 2024
• 
  Prashansa Panda, Shalabh Bhatnagar:
  Finite-Time Analysis of Three-Timescale Constrained Actor-Critic and Constrained Natural Actor-Critic Algorithms. UAI 2024: 2787-2834
• 
  Sihan Zeng, Thinh T. Doan, Justin Romberg:
  Natural Policy Gradient and Actor Critic Methods for Constrained Multi-Task Reinforcement Learning. CoRR abs/2405.02456 (2024)
• 
  Yudan Wang, Yue Wang, Yi Zhou, Shaofeng Zou:
  Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation. CoRR abs/2406.01762 (2024)
• 
  Vito Alessandro Monaco, Antonio Riva, Luca Sabbioni, Lorenzo Bisi, Edoardo Vittori, Marco Pinciroli, Michele Trapletti, Marcello Restelli:
  Exploiting Risk-Aversion and Size-dependent fees in FX Trading with Fitted Natural Actor-Critic. CoRR abs/2410.23294 (2024)
• 2023
• 
  Prashant Trivedi, Nandyala Hemachandra:
  Multi-Agent Natural Actor-Critic Reinforcement Learning Algorithms. Dyn. Games Appl. 13(1): 25-55 (2023)
• 
  Sajad Khodadadian, Thinh T. Doan, Justin Romberg, Siva Theja Maguluri:
  Finite-Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm. IEEE Trans. Autom. Control. 68(6): 3273-3284 (2023)
• 
  Junhuai Li, Ruijie Wang, Kan Wang:
  Service Function Chaining in Industrial Internet of Things With Edge Intelligence: A Natural Actor-Critic Approach. IEEE Trans. Ind. Informatics 19(1): 491-502 (2023)
• 
  Ruida Zhou, Tao Liu, Min Cheng, Dileep Kalathil, P. R. Kumar, Chao Tian:
  Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation. NeurIPS 2023
• 
  Mudit Gaur, Amrit Singh Bedi, Di Wang, Vaneet Aggarwal:
  On the Global Convergence of Natural Actor-Critic with Two-layer Neural Network Parametrization. CoRR abs/2306.10486 (2023)
• 
  Ruida Zhou, Tao Liu, Min Cheng, Dileep Kalathil, P. R. Kumar, Chao Tian:
  Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation. CoRR abs/2307.08875 (2023)
• 
  Prashansa Panda, Shalabh Bhatnagar:
  Finite Time Analysis of Constrained Actor Critic and Constrained Natural Actor Critic Algorithms. CoRR abs/2310.16363 (2023)
• 2022
• 
  Zaiwei Chen, Sajad Khodadadian, Siva Theja Maguluri:
  Finite-Sample Analysis of Off-Policy Natural Actor-Critic With Linear Function Approximation. IEEE Control. Syst. Lett. 6: 2611-2616 (2022)
• 
  Sihan Zeng, Thinh T. Doan, Justin Romberg:
  Finite-Time Complexity of Online Primal-Dual Natural Actor-Critic Algorithm for Constrained Markov Decision Processes. CDC 2022: 4028-4033
• 
  Ahmet Alacaoglu, Luca Viano, Niao He, Volkan Cevher:
  A Natural Actor-Critic Framework for Zero-Sum Markov Games. ICML 2022: 307-366
• 
  Raghuram Bharadwaj Diddigi, Prateek Jain, Prabuchandran K. J., Shalabh Bhatnagar:
  Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm. IJCNN 2022: 1-10
• 
  Semih Cayci, Niao He, R. Srikant:
  Finite-Time Analysis of Entropy-Regularized Neural Natural Actor-Critic Algorithm. CoRR abs/2206.00833 (2022)
• 2021
• 
  Ruijie Wang, Junhuai Li, Kan Wang, Xuan Liu, Xuan Li:
  Service Function Chaining in NFV-Enabled Edge Networks with Natural Actor-Critic Deep Reinforcement Learning. ICCC 2021: 1095-1100
• 
  Sajad Khodadadian, Zaiwei Chen, Siva Theja Maguluri:
  Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm. ICML 2021: 5420-5431
• 
  Sajad Khodadadian, Thinh T. Doan, Siva Theja Maguluri, Justin Romberg:
  Finite Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm. CoRR abs/2101.10506 (2021)
• 
  Sajad Khodadadian, Zaiwei Chen, Siva Theja Maguluri:
  Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm. CoRR abs/2102.09318 (2021)
• 
  Zaiwei Chen, Sajad Khodadadian, Siva Theja Maguluri:
  Finite-Sample Analysis of Off-Policy Natural Actor-Critic with Linear Function Approximation. CoRR abs/2105.12540 (2021)
• 
  Prashant Trivedi, Nandyala Hemachandra:
  Multi-agent Natural Actor-critic Reinforcement Learning Algorithms. CoRR abs/2109.01654 (2021)
• 
  Raghuram Bharadwaj Diddigi, Prateek Jain, Prabuchandran K. J., Shalabh Bhatnagar:
  Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm. CoRR abs/2110.10017 (2021)
• 
  Sihan Zeng, Thinh T. Doan, Justin Romberg:
  Finite-Time Complexity of Online Primal-Dual Natural Actor-Critic Algorithm for Constrained Markov Decision Processes. CoRR abs/2110.11383 (2021)
• 2020
• 
  Tengyu Xu, Zhe Wang, Yingbin Liang:
  Improving Sample Complexity Bounds for (Natural) Actor-Critic Algorithms. NeurIPS 2020
• 
  Tengyu Xu, Zhe Wang, Yingbin Liang:
  Non-asymptotic Convergence Analysis of Two Time-scale (Natural) Actor-Critic Algorithms. CoRR abs/2005.03557 (2020)

skipping 34 more matches