Background: Genu recurvatum is a common problem after a stroke. To facilitate improvement, it is important to promote the coordination between knee and ankle movements during gait. However, no device is yet available to achieve multi-joint assistance. Our group is developing a new rehabilitation system using an exoskeleton robot that simultaneously assists the knee and ankle joints. Therefore, in this study we aimed 1) to investigate the feasibility of robot-assisted gait training in healthy participants and patients with stroke and 2) to investigate the effect of our robot on genu recurvatum in a patient with stroke.Methods: Six healthy participants (mean age: 31.8 years) and two patients with chronic stroke (age: 50 and 21 years) participated in the feasibility study (Experiment 1). One patient with chronic stroke (age: 47 years) participated in Experiment 2, a single case study, to investigate the effects of robot-assisted gait training on genu recurvatum. Patients with stroke had moderate paralysis in lower extremity, and genu recurvatum during gait. The robot consisted of a knee-ankle-foot orthosis (KAFO) and an attached actuator of pneumatic artificial muscles (PAM). The assistance parameters were adjusted to prevent genu recurvatum during the stance phase. In Experiment 1, all participants received robot-assisted gait training for 20 min, and the safety of training was assessed. In Experiment 2, another patient received robot-assisted gait training for 30 min/day for 10 days. We evaluated the angle of the knee joint during overground gait, Fugl-Meyer Assessment of lower extremity (FMA-LE), modified Ashworth scale (MAS), Gait Assessment and Intervention Tool (G.A.I.T.), 10 m gait speed test, and 6-minute walking test (6MWT) before and after the intervention without the robot.Results: All participants completed the training in Experiments 1 and 2 safely. In Experiment 2, genu recurvatum during the stance phase, FMA-LE, MAS, G.A.I.T., and 6MWT were improved after robotized KAFO-assisted gait training for 10 days.Conclusions: An exoskeleton robot that can assist the knee and ankle joints simultaneously may be an effective device for genu recurvatum in patients with stroke.