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KILLALL GO & other Go
variants
- Main focus of these slides: kill-all go

- Other topics briefly:

  - One-color-go ? Too easy for humans ?
  - Blind-go 19x19 ? Organizing a game ?
          (needs money)
  - random-go 19x19 or 9x9 ?
  - batoo-like variants: placing N initial stones.
KILLALL GO
Principle:
- black has plenty of handicap stones,
- but black wins if and only if he kills every
      white stone.
- free handicap placement <== no algorithm
     works on this; good challenge
- maybe good first step before Batoo (Batoo:
     both players set up initial stones)

==> can be simulated by classical go
  interfaces by adjusting komi/handicap
HANDICAP PLACEMENT PROPOSED BY
SHI-JIM

Remark: we have seen in the past that
MCTS is not good for choosing handicap
placement.
HANDICAP PLACEMENT PROPOSED BY SHI-JIM
FOR 13x13 H8

MoGo evaluation with 50 000 sims/move: white wins.
(more precisely, meta-MoGo: we play entire games with
MoGo)
HANDICAP PLACEMENT PROPOSED BY SHI-JIM
FOR 13x13 H9

MoGo evaluation with 50 000 sims/move: black wins.
Ping-Chiang comment: not sure.

==> we might try ?

Remark:
- mogo's estimate on
   the opening: white wins.
- but if games are played,
   black wins.

==> usual phenomenon: MCTS
Bad for evaluating openings
  (meta-level requested).
HANDICAP PLACEMENT PROPOSED BY SHI-JIM
FOR 9x9 H4

MoGo evaluation with 500 000 sims/move: black wins.
HANDICAP PLACEMENT PROPOSED BY SHI-JIM
FOR 9x9 H3

MoGo evaluation with 500 000 sims/move: white wins.
Ping-Chiang agrees.
HANDICAP PLACEMENT PROPOSED BY SHI-JIM
FOR 7x7 H2

MoGo evaluation: not done
Coldmilk's code: 30% for black.
HANDICAP PLACEMENT PROPOSED BY SHI-JIM
FOR 19x19 H17

MoGo evaluation with 50 000 sims/move: white wins
CONCLUSIONS ON GO
9x9 killall GO: should we conclude:
- H3 too easy for white,
- H4 too easy for black
13x13 killall GO: H9 the right equilibrium point ? Interestingly, estimate by
    Meta-MCTS different from estimate by MCTS.
19x19 killall GO: H17 known as a correct equilibrium (classical exercise),
         but for MCTS it's easy for white.

                          CONCLUSIONS ON MCTS

- The fact that MCTS poorly estimates opening positions is interesting.
- Maybe variants of Batoo ? Games in which:
    - each player sets N stones
    - then, game as usual
  ==> OT will launch some experiments;

       CAN WE DO NICE RESEARCH BASED ON THIS ?
- Games against Ping-Chiang (H2 in 7x7: computer won as white,
        lost as black; H13: computer white wins H8 and loses H9)
- Bandits for handicap placement
- Remark: do we know Batoo players who would accept funny games
   on variants of Batoo ?

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Computers and Killall-Go

  • 1. KILLALL GO & other Go variants - Main focus of these slides: kill-all go - Other topics briefly: - One-color-go ? Too easy for humans ? - Blind-go 19x19 ? Organizing a game ? (needs money) - random-go 19x19 or 9x9 ? - batoo-like variants: placing N initial stones.
  • 2. KILLALL GO Principle: - black has plenty of handicap stones, - but black wins if and only if he kills every white stone. - free handicap placement <== no algorithm works on this; good challenge - maybe good first step before Batoo (Batoo: both players set up initial stones) ==> can be simulated by classical go interfaces by adjusting komi/handicap
  • 3. HANDICAP PLACEMENT PROPOSED BY SHI-JIM Remark: we have seen in the past that MCTS is not good for choosing handicap placement.
  • 4. HANDICAP PLACEMENT PROPOSED BY SHI-JIM FOR 13x13 H8 MoGo evaluation with 50 000 sims/move: white wins. (more precisely, meta-MoGo: we play entire games with MoGo)
  • 5. HANDICAP PLACEMENT PROPOSED BY SHI-JIM FOR 13x13 H9 MoGo evaluation with 50 000 sims/move: black wins. Ping-Chiang comment: not sure. ==> we might try ? Remark: - mogo's estimate on the opening: white wins. - but if games are played, black wins. ==> usual phenomenon: MCTS Bad for evaluating openings (meta-level requested).
  • 6. HANDICAP PLACEMENT PROPOSED BY SHI-JIM FOR 9x9 H4 MoGo evaluation with 500 000 sims/move: black wins.
  • 7. HANDICAP PLACEMENT PROPOSED BY SHI-JIM FOR 9x9 H3 MoGo evaluation with 500 000 sims/move: white wins. Ping-Chiang agrees.
  • 8. HANDICAP PLACEMENT PROPOSED BY SHI-JIM FOR 7x7 H2 MoGo evaluation: not done Coldmilk's code: 30% for black.
  • 9. HANDICAP PLACEMENT PROPOSED BY SHI-JIM FOR 19x19 H17 MoGo evaluation with 50 000 sims/move: white wins
  • 10. CONCLUSIONS ON GO 9x9 killall GO: should we conclude: - H3 too easy for white, - H4 too easy for black 13x13 killall GO: H9 the right equilibrium point ? Interestingly, estimate by Meta-MCTS different from estimate by MCTS. 19x19 killall GO: H17 known as a correct equilibrium (classical exercise), but for MCTS it's easy for white. CONCLUSIONS ON MCTS - The fact that MCTS poorly estimates opening positions is interesting. - Maybe variants of Batoo ? Games in which: - each player sets N stones - then, game as usual ==> OT will launch some experiments; CAN WE DO NICE RESEARCH BASED ON THIS ? - Games against Ping-Chiang (H2 in 7x7: computer won as white, lost as black; H13: computer white wins H8 and loses H9) - Bandits for handicap placement - Remark: do we know Batoo players who would accept funny games on variants of Batoo ?