Evolving Constrained Reinforcement Learning Policy

Evolving Constrained Reinforcement Learning Policy

19 April 2023

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Papers citing "Evolving Constrained Reinforcement Learning Policy"

17 / 17 papers shown

Title
Tianshou: a Highly Modularized Deep Reinforcement Learning Library Jiayi Weng Huayu Chen Dong Yan Kaichao You Alexis Duburcq Minghao Zhang Yi Su Hang Su Jun Zhu NoLa OffRL 93 204 0 29 Jul 2021
Reinforcement Learning with Dual-Observation for General Video Game Playing Chengpeng Hu Ziqi Wang Tianye Shu Hao Tong Julian Togelius Xinghu Yao Jialin Liu OffRL 52 8 0 11 Nov 2020
Balancing Constraints and Rewards with Meta-Gradient D4PG D. A. Calian D. Mankowitz Tom Zahavy Zhongwen Xu Junhyuk Oh Nir Levine Timothy A. Mann 66 25 0 13 Oct 2020
Projection-Based Constrained Policy Optimization Tsung-Yen Yang Justinian P. Rosca Karthik Narasimhan Peter J. Ramadge 41 243 0 07 Oct 2020
Evolutionary Reinforcement Learning via Cooperative Coevolutionary Negatively Correlated Search Hu Zhang Peng Yang Yang Yu Mingjiang Li K. Tang 116 20 0 08 Sep 2020
Responsive Safety in Reinforcement Learning by PID Lagrangian Methods Adam Stooke Joshua Achiam Pieter Abbeel 81 300 0 08 Jul 2020
IPO: Interior-point Policy Optimization under Constraints Yongshuai Liu J. Ding Xin Liu 87 182 0 21 Oct 2019
Proximal Distilled Evolutionary Reinforcement Learning Cristian Bodnar Ben Day Pietro Lio 75 74 0 24 Jun 2019
Collaborative Evolutionary Reinforcement Learning Shauharda Khadka Somdeb Majumdar Tarek Nassar Zach Dwiel E. Tumer Santiago Miret Yinyin Liu Kagan Tumer 50 100 0 02 May 2019
CEM-RL: Combining evolutionary and gradient-based methods for policy search Aloïs Pourchot Olivier Sigaud 80 161 0 02 Oct 2018
Reward Constrained Policy Optimization Chen Tessler D. Mankowitz Shie Mannor 86 544 0 28 May 2018
Evolution-Guided Policy Gradient in Reinforcement Learning Shauharda Khadka Kagan Tumer 116 229 0 21 May 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 317 8,420 0 04 Jan 2018
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 132 1,335 0 30 May 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 115 1,544 0 10 Mar 2017
Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving Shai Shalev-Shwartz Shaked Shammah Amnon Shashua 111 840 0 11 Oct 2016
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 223 5,086 0 05 Jun 2016