- Domenico Dona', Giovanni Franzese, Cosimo Della Santina, Paolo Boscariol, Basilio Lenzo. Real-Time Generation of Near Minimum-Energy Trajectories via Constraint-Informed Residual Learning: A Paradigm for Learning From Optimal Solutions. IEEE Robot. Automat. Mag., 33(1):142-150, March 2026.
- Hao Su 0002, Yunduan Cui, Cosimo Della Santina, Kuan Fang, Jens Kober, Yanan Li 0001, Yunzhu Li, Takamitsu Matsubara, Maria Pozzi, Bolei Zhou. Embodied AI: Bridging Robotics and AI Toward Real-World Applications [From the Guest Editors]. IEEE Robot. Automat. Mag., 33(1):6-7, March 2026.
- Kangjie Zhou, Yao Mu 0001, Haoyang Song, Yi Zeng, Pengying Wu, Han Gao, Chang Liu 0002. AINav: Large Language Model-Based Adaptive Interactive Navigation. IEEE Robot. Automat. Mag., 33(1):85-100, March 2026.
- Haoran Xu, Xianwei Chen, Yilin Lang, Qinyuan Ren. Vision-Based Policy Learning for High-Speed Autonomous Racing: A Two-Phase Learning Paradigm. IEEE Robot. Automat. Mag., 33(1):101-114, March 2026.
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- Yashuai Yan, Dongheui Lee. Cross-Embodiment Imitation: Learning a Unified Latent Space for Multirobot Control. IEEE Robot. Automat. Mag., 33(1):167-179, March 2026.
- Irfan Tito Kurniawan, Wei Zhu 0028, Dai Owaki, Mitsuhiro Hayashibe. Learning Perceptive Legged Robot Locomotion in the Real World: A Systematic Review. IEEE Robot. Automat. Mag., 33(1):8-23, March 2026.
- Dipam Patel. Mastering Research - Part 3/3: Keeping Up With the State of the Art [Student's Corner]. IEEE Robot. Automat. Mag., 33(1):198-200, March 2026.
- Jim Ostrowski 0001. IAB's Recent Strategic Industry Programs and Awards [Industry Activities]. IEEE Robot. Automat. Mag., 33(1):184-185, March 2026.
- Haolin Fei, Songlin Ma, Guanglong Du, Elmira Yadollahi, Hak-Keung Lam, Angela Faragasso, Allahyar Montazeri, Ziwei Wang 0001. Large-Language-Model-Aided Assistive Robot for Single-Operator Bimanual Teleoperation: Introduction and Validation of a Flexible Assistance System. IEEE Robot. Automat. Mag., 33(1):74-84, March 2026.