There are Walk for Health sponsored weekly walks, run by the local NHS and Wandsworth Council.
The Walk 4 Life website has some walks that pass through the Park.
The Parks Office has leaflets describing guided walks through the Park.
A walk along the riverside will take you past the London Peace Pagoda