def create_agent_params(name, dim_state, actions, mean, std, layer_sizes, discount_rate, learning_rate, batch_size, memory_cap, update_step, decay_mode, decay_period, decay_rate, init_eps, final_eps):
    """
    Create agent parameters dict based on args
    """
    agent_params = {}
    agent_params['name'] = name
    agent_params["dim_state"] = dim_state
    agent_params["actions"] = actions
    agent_params["mean"] = mean
    agent_params["std"] = std
    agent_params["layer_sizes"] = layer_sizes
    agent_params["discount_rate"] = discount_rate
    agent_params["learning_rate"] = learning_rate
    agent_params["batch_size"] = batch_size
    agent_params["memory_cap"] = memory_cap
    agent_params["update_step"] = update_step
    agent_params["decay_mode"] = decay_mode
    agent_params["decay_period"] = decay_period
    agent_params["decay_rate"] = decay_rate
    agent_params['init_eps'] = init_eps
    agent_params['final_eps'] = final_eps

    return agent_params