Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback

20 June 2023

Papers citing "Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback"

18 / 18 papers shown

Title
Social Interpretable Reinforcement Learning Leonardo Lucio Custode Giovanni Iacca OffRL 195 2 0 27 Jan 2024
Ensemble Bootstrapping for Q-Learning Oren Peer Chen Tessler Nadav Merlis Ron Meir 76 42 0 28 Feb 2021
On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning Bangnig Zhang Raghunandan Rajan Luis Pineda Nathan Lambert André Biedenkapp Kurtland Chua Frank Hutter Roberto Calandra 109 102 0 26 Feb 2021
How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned Julian Ibarz Jie Tan Chelsea Finn Mrinal Kalakrishnan P. Pastor Sergey Levine OffRL 156 533 0 04 Feb 2021
Self-correcting Q-Learning Rong Zhu Mattia Rigotti 38 19 0 02 Dec 2020
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning Kimin Lee Michael Laskin A. Srinivas Pieter Abbeel OffRL 60 203 0 09 Jul 2020
Maxmin Q-learning: Controlling the Estimation Bias of Q-learning Qingfeng Lan Yangchen Pan Alona Fyshe Martha White 65 179 0 16 Feb 2020
Planning with Goal-Conditioned Policies Soroush Nasiriany Vitchyr H. Pong Steven Lin Sergey Levine OffRL 140 219 0 19 Nov 2019
When to Trust Your Model: Model-Based Policy Optimization Michael Janner Justin Fu Marvin Zhang Sergey Levine OffRL 98 956 0 19 Jun 2019
Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction Aviral Kumar Justin Fu George Tucker Sergey Levine OffRL OnRL 132 1,066 0 03 Jun 2019
Off-Policy Deep Reinforcement Learning without Exploration Scott Fujimoto David Meger Doina Precup OffRL BDL 234 1,624 0 07 Dec 2018
Deep Reinforcement Learning and the Deadly Triad H. V. Hasselt Yotam Doron Florian Strub Matteo Hessel Nicolas Sonnerat Joseph Modayil OffRL 81 230 0 06 Dec 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 180 5,204 0 26 Feb 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 314 8,396 0 04 Jan 2018
Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning Oron Anschel Nir Baram N. Shimkin 78 317 0 07 Nov 2016
Why Deep Neural Networks for Function Approximation? Shiyu Liang R. Srikant 132 385 0 13 Oct 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 170 7,658 0 22 Sep 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,261 0 19 Dec 2013