Matthew Aitchison

icon location Canberra, Australia icon location PhD Student (Reinforcement Learning) at The Australian National University

Results 5 issues of Matthew Aitchison

ROM MD5s differ

MD5s for ROMs differ from https://github.com/mgbellemare/Arcade-Learning-Environment/blob/master/md5.txt on some games (when importing via gym[atari]. Is this intentional? I can provide a list of non-matching MD5s if that helps.

novelty output summary

The classifier should include some summary about the novelty of a track in the JSON output. It's not clear how to properly summerise the novelty of a track, but here...

improve how novelty is indicated in MPEG preview files

Update novelty presentation when generating MPEGs via classify.py so that it only shows above some threshold. Possibly modify colors to indicate high levels of novelty.

allow multiple models to be trained at the same time

Currently, checkpoints are saved to both a shared checkpoints folder and a unique log folder. This causes problems if two models train at the same time, as both try to...

allow training to resume from checkpoint

If a training job is started but doesn't finish it should be able to pick up from where it left off. Checkpoints are created in both the checkpoints and log...