Solving Online Threat Screening Games using Constrained Action Space
Reinforcement Learning

Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning

20 November 2019

Pradeep Varakantham

Andrew Perrault

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Papers citing "Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning"

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Title
Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel Niklas Strauß Maximilian Bernhard Zongyue Li Thomas Seidl Matthias Schubert 56 0 0 27 Sep 2024
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning Changyu Chen Ramesha Karunasena Thanh Hong Nguyen Arunesh Sinha Pradeep Varakantham 98 9 0 26 Nov 2023
Reduced Policy Optimization for Continuous Control with Hard Constraints Shutong Ding Jingya Wang Yali Du Ye-ling Shi 51 6 0 14 Oct 2023
DFWLayer: Differentiable Frank-Wolfe Optimization Layer Zixuan Liu Liu Liu Xueqian Wang P. Zhao AI4CE 98 0 0 21 Aug 2023
Benchmarking Actor-Critic Deep Reinforcement Learning Algorithms for Robotics Control with Action Constraints Kazumi Kasaura Shuwa Miura Tadashi Kozuno Ryo Yonetani Kenta Hoshino Y. Hosoe 75 14 0 18 Apr 2023
Action Set Based Policy Optimization for Safe Power Grid Management Bo Zhou Hongsheng Zeng Yuecheng Liu Kejiao Li Fan Wang Hao Tian 56 21 0 29 Jun 2021
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization Bingqing Chen Neural Network Kyri Baker J. Zico Kolter Mario Berges 80 61 0 19 May 2021
Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization Jyun-Li Lin Wei-Ting Hung Shangtong Yang Ping-Chun Hsieh Xi Liu 110 14 0 22 Feb 2021
Reinforcement learning with distance-based incentive/penalty (DIP) updates for highly constrained industrial control systems Hyungju Park Daiki Min Jong-hyun Ryu D. Choi 15 0 0 22 Nov 2020
The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies Stephan Zheng Alexander R. Trott Sunil Srinivasa Nikhil Naik Melvin Gruesbeck David C. Parkes R. Socher 60 136 0 28 Apr 2020