Help with a SQL query joining multiple tables

Question

First I will explain the case, I have a table tbl_game with a structure as such. This table contains, the time where the game was started and pair playing the game

|    id    |     time     |     pair_id    |
-----------+--------------+ ---------------
1          | 123123123    |      1         |
2          | 123168877    |      1         |

and I have another table tbl_throws which holds the score for each player. In case you are wondering, this a basic dice rolling game

|   id     |    game_id   |   player_id   |  score  |
-----------+--------------+---------------+---------|
|    1     |    1         |   1           |   2     | 
|    2     |    1         |   2           |   5     |
|    3     |    1         |   1           |   9     |
|    4     |    1         |   2           |   11    |
|    5     |    2         |   1           |   7     | 
|    6     |    2         |   2           |   6     |

Now, id here is the throw id, not the game id. Here each player with player_id 1 and 2 has throws the dice twice and got the respective score as presented all in same game and just one time in another

Now, using these two table, I need to create a record set, that the total score of each player in one game

|  game_id   | game_time | player1_total | player2_total|
|------------+-----------+---------------+--------------|
|     1      | 123123123 |     11        |     16       |
|     2      | 123168877 |     7         |     6        |

I tried lots of mumbo jumbo queries, but nothing is giving corrent result? What is the correct query for this?

Update

Since, most of the answers were bounded by a fact that, player1id and player2id had to be known or fixed.

So may be the information I am about to provide will help to clear the confusion. there is another table, which holds the information of the player. tbl_pupil Structure is like the following

|   id    |   unique_id   | name     |
|---------+---------------+----------|
|   1     |     001       | some     |
|   2     |     002       | another  |

and these player are collectively called, a pair in another table tbl_pair

|   id    |   player1     | player2  |
|---------+---------------+----------|
|   1     |     1         | 2        |

So, now 
select 
    g.id
    g.time
    p1.id as player1id
    p1.name as player1name
    t.score as player1score
    p2.id as player2id
    p2.name as player2name
    t.score as player2score
FROM 
    tbl_game g,
    inner join tbl_pair as pair on g.pair_id = pair.id
    inner join tbl_pupil as p1 on p1.id = pair.player1
    inner join tbl_pupil as p2 on p2.id = pair.player2
    inner join tbl_throw as t on g.id = t.game_id

This is my preliminary query, which brings the record set, on a way as such

|   id    |   time  |   player1id    |  player1name |   player1score  |   player2id   |    player2name   |  player2score   |
----------------------------------------------------------------------------------------------------------------------------
|   1     |   12    |   1            |  some        |   5             |   2           |    another       |  2              |
|   1     |   12    |   1            |  some        |   5             |   2           |    another       |  5              |
|   1     |   12    |   1            |  some        |   9             |   2           |    another       |  9              |
|   1     |   12    |   1            |  some        |   11            |   2           |    another       |  11             |

Now I am just showing the results of one game id by the way. I don't save sufficient knowledge, to group the above record into one, with player1 separate sum score in one column and playe2's separate sum of score in another column.

Answer 1

Try this:

SELECT 
  tbl_game.id AS game_id, 
  tbl_game.time AS game_time, 
  SUM(CASE WHEN player_id = 1 THEN score ELSE 0 END) AS player1_total, 
  SUM(CASE WHEN player_id = 2 THEN score ELSE 0 END) AS player2_total
FROM tbl_game JOIN tbl_thorws ON tbl_game.id = tbl_throws.game_id
GROUP BY tbl_game.id