Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Reproducibility issue in dreamer v1 finger-spin #328

Open
stablegradients opened this issue Jan 18, 2025 · 0 comments
Open

Reproducibility issue in dreamer v1 finger-spin #328

stablegradients opened this issue Jan 18, 2025 · 0 comments

Comments

@stablegradients
Copy link

I tried to drproduce dreamer v1 results but they dont seem to track the original paper for different seeds, @ 80k eval steps different seeds are resulting in 199,0,0,6 as rewards for 4 different seeds. whereas other implementations state it shoudl be around 100 w/ std dev of ~70
commant used: python sheeprl.py exp=dreamer_v1 env=dmc env.wrapper.domain_name=finger env.wrapper.task_name=spin algo.cnn_keys.encoder=[rgb] fabric.accelerator=gpu metric.log_every=100 env.action_repeat=2 env.num_envs=1

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant