Robotic Group (RG) will perform, in addition to conventional therapy, gait training using an end-effector robotic device for Robot-Assisted Gait Training (RAGT), 3 times/week for 20 sessions. During the training, patients will be asked to walk, at a varying speed, for 45 minutes and a partial Body Weight Support (BWS). Participants will start with 30-40% of BWS and an initial speed of 1.5 km/h; increasing to a maximum of between 2.2 and 2.5 km/h and reducing the initial BWS to 15%. The therapist will provide any help during sessions if required. Over 45 minutes, the patient simulates a minimum of 300 steps; patients could rest during the session, though they will be asked to walk continuously for a minimum of 5 minutes during each session.

Conventional Group (CG) will perform conventional gait rehabilitation program. The treatment will include: muscle strengthening exercises and stretching of the lower limb, and static and dynamic exercises for the recovery of balance in the supine and standing positions using assistive devices; training gait exercises with parallel bars or in open spaces performed both with and without assistive devices; training to climb up and down stairs; exercises to improve proprioception in the supine, sitting and standing positions, using a proprioceptive footboard; exercises to improve trunk control.

The Robotic Group (RG) performs a Robot-Assisted Gait Training (RAGT) using an end-effector robotic device (G-EO system-Reha Technology-Olten, Switzerland).

The 6MWT measures the distance a subject covers during an indoor gait on a flat, hard surface in 6 minutes, using assistive devices, as necessary. The test is a reliable and valid evaluation of functional exercise capacity and is used as a sub-maximal test of aerobic capacity and endurance. The minimal detectable change in distance for people with sub-acute stroke is 60.98 meters. The 6MWT is a patient self-paced walk test and assesses the level of functional capacity. Patients are allowed to stop and rest during the test. However, the timer does not stop. If the patient is unable to complete the test, the time is stopped at that moment. The missing time and the reason of the stop are recorded. This test will be administered while wearing a pulse oximeter to monitor heart rate and oxygen saturation, also integrated with Borg scale to assess dyspnea.

The Fugl-Meyer Assessment (FMA) is a stroke-specific, performance-based impairment index. It is designed to assess motor functioning, balance, sensation and joint functioning in patients with post-stroke hemiplegia. It is applied clinically and in research to determine disease severity, describe motor recovery, and to plan and assess treatment. The scale is comprised of five domains and there are 155 items in total:

• Motor functioning (the score ranges from 0 (hemiplegia) to 100 points (normal motor performance). Divided into 66 points for upper extremity and 34 points for the lower extremity.
• Sensory functioning (from 0 to 24 points)
• Balance (from 0 to 14)
• Joint range of motion (from 0 to 44)
• Joint pain (from 0 to 44 ) Scale items are scored on the basis of ability to complete the item using a 3-point ordinal scale where 0=cannot perform, 1=performs partially and 2=performs fully. The total possible scale score is 226.

Kinematic and kinetic gait parameters will be calculated from data acquired with a motion capture system (SMART-DX; BTSBioengneering, Italy).