| A multi-agent off-policy actor-critic algorithm for distributed reinforcement learning WA Suttle, Z Yang, K Zhang, Z Wang, T Başar, J Liu IFAC-PapersOnLine 53 (2), 1549-1554, 2020 | 92 | 2020 |
| Aime: Ai system optimization via multiple llm evaluators B Patel, S Chakraborty, WA Suttle, M Wang, AS Bedi, D Manocha arXiv preprint arXiv:2410.03131, 2024 | 27 | 2024 |
| Beyond exponentially fast mixing in average-reward reinforcement learning via multi-level monte carlo actor-critic WA Suttle, A Bedi, B Patel, BM Sadler, A Koppel, D Manocha International Conference on Machine Learning, 33240-33267, 2023 | 21 | 2023 |
| Lancar: Leveraging language for context-aware robot locomotion in unstructured environments CL Shek, X Wu, WA Suttle, C Busart, E Zaroukian, D Manocha, P Tokekar, ... 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2024 | 20 | 2024 |
| Reinforcement learning for cost-aware Markov decision processes WA Suttle, K Zhang, Z Yang, J Liu, D Kraemer International Conference on Machine Learning, 9989-9999, 2021 | 14 | 2021 |
| Deceptive path planning via reinforcement learning with graph neural networks MY Fatemi, WA Suttle, BM Sadler International Conference on Autonomous Agents and Multi-agent Systems, 2258-2260, 2024 | 7 | 2024 |
| Sampling-based safe reinforcement learning for nonlinear dynamical systems W Suttle, VK Sharma, KC Kosaraju, S Seetharaman, J Liu, V Gupta, ... International Conference on Artificial Intelligence and Statistics, 4420-4428, 2024 | 6 | 2024 |
| Reinforcement learning based distributed control of dissipative networked systems KC Kosaraju, S Sivaranjani, W Suttle, V Gupta, J Liu IEEE Transactions on Control of Network Systems 9 (2), 856-866, 2021 | 6 | 2021 |
| PIPER: Primitive-informed preference-based hierarchical reinforcement learning via hindsight relabeling U Singh, WA Suttle, BM Sadler, VP Namboodiri, AS Bedi International Conference on Machine Learning (ICML), 2024 | 5 | 2024 |
| Global optimality without mixing time oracles in average-reward rl via multi-level actor-critic B Patel, WA Suttle, A Koppel, V Aggarwal, BM Sadler, AS Bedi, ... CoRR, 2024 | 5 | 2024 |
| Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning WA Suttle, A Suresh, C Nieto-Granda International Conference on Learning Representations (ICLR), 2025 | 4 | 2025 |
| Occupancy information ratio: Infinite-horizon, information-directed, parameterized policy search WA Suttle, A Koppel, J Liu SIAM Journal on Control and Optimization 62 (6), 3145-3171, 2024 | 4 | 2024 |
| Towards global optimality for practical average reward reinforcement learning without mixing time oracles B Patel, WA Suttle, A Koppel, V Aggarwal, BM Sadler, AS Bedi, ... International Conference on Machine Learning, 39889 - 39907, 2024 | 4 | 2024 |
| Ada-nav: Adaptive trajectory-based sample efficient policy learning for robotic navigation B Patel, K Weerakoon, WA Suttle, A Koppel, BM Sadler, AS Bedi, ... arXiv preprint arXiv:2306.06192, 2023 | 3 | 2023 |
| Value of Information-based Deceptive Path Planning Under Adversarial Interventions WA Suttle, J Milzman, MO Karabag, BM Sadler, U Topcu 2025 IEEE Conference on Decision and Control (CDC), 2025 | 2 | 2025 |
| A convergence result for regularized actor-critic methods W Suttle, Z Yang, K Zhang, J Liu arXiv preprint arXiv:1907.06138, 2019 | 2 | 2019 |
| Scalable natural policy gradient for general-sum linear quadratic games with known parameters MM Shibl, WA Suttle, V Gupta Proceedings of Machine Learning Research vol 283, 1-14, 2025 | 1 | 2025 |
| Policy Gradient for Ratio Optimization: A Case Study WA Suttle, A Koppel, J Liu 2022 56th Annual Conference on Information Sciences and Systems (CISS), 281-286, 2022 | 1 | 2022 |
| IMAS: Joint Agent Selection and Information-Theoretic Coordinated Perception In Dec-POMDPs C Shi, WA Suttle, M Dorothy, J Fu arXiv preprint arXiv:2510.20009, 2025 | | 2025 |
| Deceptive Exploration in Multi-armed Bandits IA Vurankaya, MO Karabag, WA Suttle, J Milzman, D Fridovich-Keil, ... arXiv preprint arXiv:2510.08794, 2025 | | 2025 |
Brian M SadlerThe University of Texas at AustinVerified email at ieee.org
