MySQL - Returns wrong rows with appropriate value of notice_date

Question

Problem to get the required table from the given table in my database. Current Table-

Gentle_R4   2017-11-14  Company 1   46000.00
Gentle_R0   2017-10-03  Company 2   45310.00
Gentle_R2_1 2017-10-22  Company 2   34500.00
Gentle_R0   2017-10-03  Company 3   48000.00
Gentle_R0   2017-10-11  Company 4   14000.00
Gentle_R0   2017-10-11  Company 5   50600.00
Gentle_R0   2017-10-11  Company 6   2900.00
Gentle_R0   2017-10-11  Company 7   67900.00
Gentle_R0   2017-10-11  Company 8   36000.00
Gentle_R2   2017-10-19  Company 8   36000.00

Need the table like-

Gentle_R4   2017-11-14  Company 1   46000.00
Gentle_R2_1 2017-10-22  Company 2   34500.00
Gentle_R0   2017-10-03  Company 3   48000.00
Gentle_R0   2017-10-11  Company 4   14000.00
Gentle_R0   2017-10-11  Company 5   50600.00
Gentle_R0   2017-10-11  Company 6   2900.00
Gentle_R0   2017-10-11  Company 7   67900.00
Gentle_R2   2017-10-19  Company 8   36000.00

I need to get the rows that contain the maximum date also for the group by company.

I tried:

SELECT notice_type , MAX(notice_date) notice_date, company, total_amount FROM my_table GROUP BY company ORDER BY notice_date DESC

But get the wrong values of