deep-rl-tensorflow icon indicating copy to clipboard operation
deep-rl-tensorflow copied to clipboard

Performance is not well

Open Korshort opened this issue 7 years ago • 1 comments

Hello. I am running your code in the atari game Breakout-v0. the settings are simple DQN(nips), DQN(nature), DDQN, dueling DQN, dueling DDQN.

now, each processes are running almost 6M(6,000,000) frames. but all output of processes are very low. -> avg_p ~ [0.3 ~ 0.5] -> avg_ep_r ~ [0.25 ~ 0.45]

on the paper (Mihn et al, 2013),
[avg_p ~ at least 2.5] and [avg_ep_r ~ at least 50] in Breakout, running time ~ 6M

I didn't adjust any code about DQN. Has anyone seen a breakout example run? was i something wrong?

Korshort avatar Jan 19 '18 08:01 Korshort

is your GPU properly config?

cn111222 avatar Jan 22 '18 00:01 cn111222