Honeywell T6 PRO Z-Wave Thermostat (model th6320zw2003) exhibits very erratic behavior after battery replacement
1   Press and hold the menu button 


until the Advanced menu opens.

2   Go to "Advanced Reset" using left and right arrows.

3   Press on "Factory"

4   Press on the tick icon to confirm the reset.

This reset tutorial might be helpful