gryf/coach

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shadiendrawis f03bd7ad93 benchmark update (#250 )

2019-03-17 15:33:28 +02:00

..

breakout_acer_16_workers.png

benchmark update (#250 )

2019-03-17 15:33:28 +02:00

pong_acer_16_workers.png

ACER algorithm (#184 )

2019-02-20 23:52:34 +02:00

README.md

ACER algorithm (#184 )

2019-02-20 23:52:34 +02:00

space_invaders_acer_16_workers.png

benchmark update (#250 )

2019-03-17 15:33:28 +02:00

README.md

ACER

Each experiment uses 3 seeds. The parameters used for ACER are the same parameters as described in the original paper, except for the optimizer (changed to ADAM) and learning rate (1e-4) used.

Breakout ACER - 16 workers

coach -p Atari_ACER -lvl breakout -n 16

Breakout ACER

Space Invaders ACER - 16 workers

coach -p Atari_ACER -lvl space_invaders -n 16

Space Invaders ACER

Pong ACER - 16 workers

coach -p Atari_ACER -lvl pong -n 16

Pong ACER