Reinforcement Learning with Convex Constraints

Reinforcement Learning with Convex Constraints

21 June 2019

Sobhan Miryoosefi

Kianté Brantley

Miroslav Dudík

Robert Schapire

Papers citing "Reinforcement Learning with Convex Constraints"

11 / 11 papers shown

Title
Guided by Guardrails: Control Barrier Functions as Safety Instructors for Robotic Learning Maeva Guerrier Karthik Soma Hassan Fouad Giovanni Beltrame 28 0 0 24 May 2025
Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form Toshinori Kitamura Tadashi Kozuno Wataru Kumagai Kenta Hoshino Y. Hosoe Kazumi Kasaura Masashi Hamaya Paavo Parmas Yutaka Matsuo 86 2 0 29 Aug 2024
Non-maximizing policies that fulfill multi-criterion aspirations in expectation Simon Dima Simon Fischer J. Heitzig Joss Oliver 49 1 0 08 Aug 2024
A Dual Perspective of Reinforcement Learning for Imposing Policy Constraints Bram De Cooman Johan A. K. Suykens 50 0 0 25 Apr 2024
Batch Policy Learning under Constraints Hoang Minh Le Cameron Voloshin Yisong Yue OffRL 45 328 0 20 Mar 2019
Provably Efficient Maximum Entropy Exploration Elad Hazan Sham Kakade Karan Singh A. V. Soest 54 295 0 06 Dec 2018
Reward Constrained Policy Optimization Chen Tessler D. Mankowitz Shie Mannor 63 540 0 28 May 2018
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 91 1,313 0 30 May 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 166 8,805 0 04 Feb 2016
Trust Region Policy Optimization John Schulman Sergey Levine Philipp Moritz Michael I. Jordan Pieter Abbeel 245 6,722 0 19 Feb 2015
Blackwell Approachability and Low-Regret Learning are Equivalent Jacob D. Abernethy Peter L. Bartlett Elad Hazan 113 119 0 08 Nov 2010