Safe Policy Search for Lifelong Reinforcement Learning with Sublinear
Regret

Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret

21 May 2015

Haitham Bou-Ammar

Papers citing "Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret"

15 / 15 papers shown

Title
A Definition of Continual Reinforcement Learning David Abel André Barreto Benjamin Van Roy Doina Precup H. V. Hasselt Satinder Singh CLL 41 74 0 20 Jul 2023
Off-Policy Evaluation for Action-Dependent Non-Stationary Environments Yash Chandak Shiv Shankar Nathaniel D. Bastian Bruno Castro da Silva Emma Brunskil Philip S. Thomas OffRL 52 6 0 24 Jan 2023
Safe Reinforcement Learning using Data-Driven Predictive Control Mahmoud Selim Amr Alanwar M. El-Kharashi Hazem Abbas Karl H. Johansson OffRL 25 3 0 20 Nov 2022
Is the Rush to Machine Learning Jeopardizing Safety? Results of a Survey M. Askarpour Alan Wassyng M. Lawford R. Paige Z. Diskin 27 0 0 29 Nov 2021
Hierarchical reinforcement learning for efficient exploration and transfer Lorenzo Steccanella Simone Totaro Damien Allonsius Anders Jonsson BDL 30 8 0 12 Nov 2020
Towards Safe Policy Improvement for Non-Stationary MDPs Yash Chandak Scott M. Jordan Georgios Theocharous Martha White Philip S. Thomas OffRL 71 33 0 23 Oct 2020
Lifelong Incremental Reinforcement Learning with Online Bayesian Inference Zhi Wang Chunlin Chen D. Dong CLL OffRL 15 56 0 28 Jul 2020
Compositional ADAM: An Adaptive Compositional Solver Rasul Tutunov Minne Li Alexander I. Cowen-Rivers Jun Wang Haitham Bou-Ammar ODL 57 16 0 10 Feb 2020
Convergent Policy Optimization for Safe Reinforcement Learning Ming Yu Zhuoran Yang Mladen Kolar Zhaoran Wang 16 91 0 26 Oct 2019
Safe-To-Explore State Spaces: Ensuring Safe Exploration in Policy Search with Hierarchical Task Optimization Jens Lundell R. Krug Erik Schaffernicht Todor Stoyanov Ville Kyrki 16 3 0 08 Oct 2018
Accelerated Primal-Dual Policy Optimization for Safe Reinforcement Learning Qingkai Liang Fanyu Que E. Modiano 15 101 0 19 Feb 2018
Barrier-Certified Adaptive Reinforcement Learning with Applications to Brushbot Navigation Motoya Ohnishi Li Wang Gennaro Notomista M. Egerstedt 16 69 0 29 Jan 2018
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 9 1,302 0 30 May 2017
A Deep Hierarchical Approach to Lifelong Learning in Minecraft Chen Tessler Shahar Givony Tom Zahavy D. Mankowitz Shie Mannor CLL 27 377 0 25 Apr 2016
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 184 525 0 27 Jun 2012