Dipendra Misra

Deprecate baseline package

1

Baseline package should be integrated with the learning package and unused files should be removed.

It would be great to have more learning algorithms in CIFF including the following: 1. PPO 2. Imitation learning algorithms like DAGGER 3. Learning to Search algorithms like LOLS 4....

Several files with prefixes beginning with tmp are not merged. Integrate them into a single file that runs for all domains.

Remove Unused Files

1

There are certain files that are no longer used by any experiment. These must be removed.

Improve Docs with Examples for Running Code

6

Improve the docs providing extensive details on running various baselines and how to use various features provided by CIFF.

Blocks repository (https://github.com/clic-lab/blocks) provides several experiments for the block world environment but doesn't provide a distributed learning setting. Transfer the experiments from the block world to CIFF.

The Early Fusion paper (https://arxiv.org/pdf/1811.08824.pdf) extends the CHALET functionality in several interesting ways e.g., the ability to generate random environments. It will be great to merge these functionalities with the...

Add a demo video on youtube showing how to download the CHALET code and create a build.

This is the issue that contains list of all features for the upcoming refactoring: 1. A unified abstract class that does all common stuff like create command line arguments, make...