Bayesian Optimal Control of Smoothly Parameterized Systems: The Lazy Posterior Sampling Algorithm

16 June 2014

Papers citing "Bayesian Optimal Control of Smoothly Parameterized Systems: The Lazy Posterior Sampling Algorithm"

15 / 15 papers shown

Title
Toward Efficient Exploration by Large Language Model Agents Dilip Arumugam Thomas L. Griffiths LLMAG 215 4 0 29 Apr 2025
Satisficing Exploration for Deep Reinforcement Learning Dilip Arumugam Saurabh Kumar Ramki Gummadi Benjamin Van Roy 67 1 0 16 Jul 2024
Model-Agnostic Zeroth-Order Policy Optimization for Meta-Learning of Ergodic Linear Quadratic Regulators Yunian Pan Quanyan Zhu 46 2 0 27 May 2024
Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space Saghar Adler V. Subramanian 45 2 0 05 Jun 2023
Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models Wanqiao Xu Shi Dong Dilip Arumugam Benjamin Van Roy 76 8 0 19 May 2023
Bayesian Reinforcement Learning with Limited Cognitive Load Dilip Arumugam Mark K. Ho Noah D. Goodman Benjamin Van Roy OffRL 86 8 0 05 May 2023
On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning Dilip Arumugam Mark K. Ho Noah D. Goodman Benjamin Van Roy 91 4 0 30 Oct 2022
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning Dilip Arumugam Benjamin Van Roy OffRL 78 15 0 04 Jun 2022
A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems Mukul Gagrani Sagar Sudhakara Aditya Mahajan Rahul Jain Yi Ouyang 58 6 0 19 Aug 2021
Scalable regret for learning to control network-coupled subsystems with unknown dynamics Sagar Sudhakara Aditya Mahajan A. Nayyar Yi Ouyang 66 3 0 18 Aug 2021
Context-Dependent Upper-Confidence Bounds for Directed Exploration Raksha Kumaraswamy M. Schlegel Adam White Martha White OffRL 81 12 0 15 Nov 2018
A Tour of Reinforcement Learning: The View from Continuous Control Benjamin Recht 135 633 0 25 Jun 2018
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 72 286 0 23 May 2018
Posterior sampling for reinforcement learning: worst-case regret bounds Shipra Agrawal Randy Jia 97 37 0 19 May 2017
Learning Personalized Optimal Control for Repeatedly Operated Systems Theja Tulabandhula 23 0 0 18 Sep 2016