The evaluation_config is a configuration for overriding the base config during evaluations. You would want to put changes in there. Given your goal you would want it to look like this
"evaluation_config": {
'exploration_config': {'epsilon_timesteps': 10000,
'final_epsilon': 0.05,
'initial_epsilon': 0.05,
'type': 'EpsilonGreedy'},
}