Original ResearchPublished 9 October 2026Multi-Level Deep Deterministic Policy Gradient reinforcement learning for safety-constrained trajectory optimization of collaborative industrial robotsAkhanseri Ikramov · Sayat IbrayevFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1914042
Original ResearchPublished 24 September 2026Machine-assisted adaptive feedback consensus method for large-scale group decision making based on reinforcement learningHongyu Yu · Xuanhua Xu · Weiwei ZhangFrontiers in Big Datadoi 10.3389/fdata.2026.1921037
Original ResearchPublished 11 September 2026Design management for smart urban traffic: an IoV-Based multi-agent AI framework for adaptive signal controlYuanyuan Fei · Yan ZhangFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1949853
Original ResearchPublished 8 July 2026Evolutionary multi-agent reinforcement learning for crisis-aware demographic policy optimizationAnton V. Dozhdikov · Arseniy M. SitkovskiyFrontiers in Big Datadoi 10.3389/fdata.2026.1842233
Original ResearchPublished 26 January 2026DDPG-based energy efficiency optimization for ABS-assisted beyond-5G cellular networks with sleep mode managementVala Saleh · Mohsen Eslami · Kamran KazemiFrontiers in Communications and Networksdoi 10.3389/frcmn.2025.1764320
