Online Meta-Critic Learning for Off-Policy Actor-Critic Methods

11 March 2020

Timothy M. Hospedales

OffRL

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Papers citing "Online Meta-Critic Learning for Off-Policy Actor-Critic Methods"

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Title
Eau De $Q$ -Network: Adaptive Distillation of Neural Networks in Deep Reinforcement Learning Théo Vincent Tim Lukas Faust Yogesh Tripathi Jan Peters Carlo DÉramo 37 0 0 03 Mar 2025
Black box meta-learning intrinsic rewards for sparse-reward environments Octavio Pappalardo Rodrigo Ramele Juan Miguel Santos OffRL 38 0 0 31 Jul 2024
Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments Ainur Zhaikhan Ali H. Sayed OffRL 31 0 0 06 Jul 2024
A Survey of Meta-Reinforcement Learning Jacob Beck Risto Vuorio E. Liu Zheng Xiong L. Zintgraf Chelsea Finn Shimon Whiteson OOD OffRL 37 122 0 19 Jan 2023
Building a Subspace of Policies for Scalable Continual Learning Jean-Baptiste Gaya T. Doan Lucas Page-Caccia Laure Soulier Ludovic Denoyer Roberta Raileanu CLL 29 29 0 18 Nov 2022
MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System Huiliang Zhang Di Wu Benoit Boulet 21 6 0 23 Oct 2022
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods Davoud Ataee Tarzanagh Parvin Nazari Bojian Hou Li Shen Laura Balzano 44 10 0 06 Jul 2022
Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation Nicolas Zucchet João Sacramento 28 15 0 06 May 2022
Model Based Meta Learning of Critics for Policy Gradients Sarah Bechtle Ludovic Righetti Franziska Meier OffRL 14 0 0 05 Apr 2022
MetaCon: Unified Predictive Segments System with Trillion Concept Meta-Learning Keqian Li Yifan Hu Logan Palanisamy Lisa Jones A. Gupta J. E. Grigsby Ili Selinger Matt Gillingham Fei Tan 21 1 0 09 Mar 2022
A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning Xidong Feng Bo Liu Jie Ren Luo Mai Rui Zhu Haifeng Zhang Jun Wang Yaodong Yang 14 12 0 31 Dec 2021
Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning Juan Cruz Barsce J. Palombarini Ernesto C. Martínez OffRL 14 1 0 15 Dec 2021
Sharing to learn and learning to share; Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning: A meta review Richa Upadhyay Ronald Phlypo Rajkumar Saini Marcus Liwicki CLL 21 5 0 23 Nov 2021
One Step at a Time: Pros and Cons of Multi-Step Meta-Gradient Reinforcement Learning Clément Bonnet Paul Caron Thomas D. Barrett Ian Davies Alexandre Laterre 12 6 0 30 Oct 2021
Improved Robustness and Safety for Pre-Adaptation of Meta Reinforcement Learning with Prior Regularization Lu Wen Songan Zhang H. E. Tseng Baljeet Singh Dimitar Filev H. Peng OffRL OnRL 19 1 0 19 Aug 2021
Neural Auto-Curricula Xidong Feng Oliver Slumbers Ziyu Wan Bo Liu Stephen Marcus McAleer Ying Wen Jun Wang Yaodong Yang 18 1 0 04 Jun 2021
Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning Jianzhun Shao Hongchang Zhang Yuhang Jiang Shuncheng He Xiangyang Ji 29 5 0 24 Feb 2021
Towards Continual Reinforcement Learning: A Review and Perspectives Khimya Khetarpal Matthew D Riemer Irina Rish Doina Precup CLL OffRL 49 307 0 25 Dec 2020
Performance-Weighed Policy Sampling for Meta-Reinforcement Learning Ibrahim Ahmed Marcos Quiñones-Grueiro G. Biswas 18 2 0 10 Dec 2020
Effective Regularization Through Loss-Function Metalearning Santiago Gonzalez Risto Miikkulainen 24 5 0 02 Oct 2020
Discovering Reinforcement Learning Algorithms Junhyuk Oh Matteo Hessel Wojciech M. Czarnecki Zhongwen Xu H. V. Hasselt Satinder Singh David Silver 21 126 0 17 Jul 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 43 1,928 0 11 Apr 2020
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 110 716 0 13 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,684 0 09 Mar 2017