Combine the flour, paprika, salt and pepper and dredge the chicken in the flour mixture. Heat the olive oil and brown the chicken for 4 minutes per side.
Place the lid tightly on the slow cooker and cook on high for 4 hours or low for 6 hours. Remove the chicken and whisk in the cornstarch and water mix.