instadeepai / instadeepai/Mava

[FEATURE] Add Video Logging during training

Open
#1,178 1 comment 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
Stars
935
Forks
123
Avg merge
6d 8h
Merged PRs (30d)
9

Description

It would be really nice to log videos of agents' behavior during and after training to TensorBoard.

#### Proposed Solution:

1. Add logic to the existing Mava/Tensorboard logger class to handle the collection of RGB frames.
2. Call this new video logging function from the logger class during the evaluation phase of the algorithm.

Contributor guide

Open the contributing guide

Research direction

Start with the existing Mava/Tensorboard logger class and trace how it is used during the algorithm's evaluation phase. Identify how RGB frames can be collected and passed to TensorBoard, then verify that agent behavior videos are logged both during and after training.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning, observability
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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