Mixture of Experts Framework Based on Soft Actor-Critic Algorithm for Highway Decision-Making of Connected and Automated Vehicles by Fuxing Yao, Chao Sun, Bing Lu, Bo Wang, Haiyang Yu

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Actor-critic algorithm with incremental dual natural policy gradient by Peng ZHANG, Quan LIU, Shan ZHONG, Jian-wei ZHAI, Wei-sheng QIAN

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Finding an Optimal Geometric Configuration for TDOA Location Systems With Reinforcement Learning by Shengxiang Li, Guangyi Liu, Siyuan Ding, Haisi Li, Ou Li

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Urban travel carbon emission mitigation approach using deep reinforcement learning by Jie Shen, Fanghao Zheng, Yuanli Ma, Wu Deng, Zhiang Zhang

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Perspectives on Soft Actor–Critic (SAC)-Aided Operational Control Strategies for Modern Power Systems with Growing Stochastics and Dynamics by Jinbo Liu, Qinglai Guo, Jing Zhang, Ruisheng Diao, Guangjun Xu

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An Offline Reinforcement Learning Approach for Path Following of an Unmanned Surface Vehicle by Zexing Zhou, Tao Bao, Jun Ding, Yihong Chen, Zhengyi Jiang, Bo Zhang

Subjects: “…soft actor–critic…”
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Soft Actor-Critic Approach to Self-Adaptive Particle Swarm Optimisation by Daniel von Eschwege, Andries Engelbrecht

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Adaptive Deep Reinforcement Learning for Efficient 3D Navigation of Autonomous Underwater Vehicles by Elena Politi, Artemis Stefanidou, Christos Chronis, George Dimitrakopoulos, and Iraklis Varlamis

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Constant force grinding controller for robots based on SAC optimal parameter finding algorithm by Chosei Rei, Qichao Wang, Linlin Chen, Xinhua Yan, Peng Zhang, Liwei Fu, Chong Wang, Xinghui Liu

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Improving cache-enabled D2D communications using actor–critic networks over licensed and unlicensed spectrum by Muhammad Sheraz, Teong Chee Chuah, Kashif Sultan, Manzoor Ahmed, It Ee Lee, Saw Chin Tan

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Graph attention, learning 2-opt algorithm for the traveling salesman problem by Jia Luo, Herui Heng, Geng Wu

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Channel-Hopping Using Reinforcement Learning for Rendezvous in Asymmetric Cognitive Radio Networks by Dongsup Jin, Minho Jang, Ji-Woong Jang, Gyuyeol Kong

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A High-Feasibility Real-Time Trajectory-Planning Method for Parafoils Based on a Flexible Dynamic Model by Jiaming Yu, Hao Sun, Qinglin Sun, Mingwei Sun, Zengqiang Chen

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Path Tracking Control for Four-Wheel Independent Steering and Driving Vehicles Based on Improved Deep Reinforcement Learning by Xia Hua, Tengteng Zhang, Xiangle Cheng, Xiaobin Ning

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Mobile robot path planning using deep deterministic policy gradient with differential gaming (DDPG-DG) exploration by Shripad V. Deshpande, Harikrishnan R, Babul Salam KSM Kader Ibrahim, Mahesh Datta Sai Ponnuru

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Optimization of Reinforcement Learning Using Quantum Computation by Roopa Ravish, Nischal R. Bhat, N. Nandakumar, S. Sagar, Sunil, Prasad B. Honnavalli

Subjects: “…Advantage actor critic…”
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Assessing generalizability of Deep Reinforcement Learning algorithms for Automated Vulnerability Assessment and Penetration Testing by Andrea Venturi, Mauro Andreolini, Mirco Marchetti, Michele Colajanni

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Deep reinforcement learning-based local path planning in dynamic environments for mobile robot by Bodong Tao, Jae-Hoon Kim

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