search

danijar / dreamerv3

Mastering Diverse Domains through World Models
https://danijar.com/dreamerv3
MIT License
1.28k stars 219 forks source link

Replay parameters #129

Open maxencefaldor opened 4 months ago

maxencefaldor commented 4 months ago

In the appendix you mention that prioritized replay improves the performance of Dreamer.

Could you please provide further clarification on the replay parameters used in the configuration?

replay:
  size: 5e6
  online: True
  fracs: {uniform: 1.0, priority: 0.0, recency: 0.0}
  prio: {exponent: 0.8, maxfrac: 0.5, initial: inf, zero_on_sample: True}
  priosignal: model
  recexp: 1.0
  chunksize: 1024
  save_wait: False

Thank you!