DeepRL-Grounding

devendrachaplot•PUBLIC

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Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

a3c-lstmgated-attentionlanguage-groundingpytorchpytorch-rlreinforcement-learning

MIT License

Created on Nov 21, 2017

Updated on Oct 1, 2025

Stars

238

Forks

37

Watchers

238

Open Issues

2

Repository Health Score

❤️

41/100

Poor

Overall repository health assessment

Score Breakdown

Activity

Inactive - no updates in 3+ months

0/30

0%

Issues Analytics

13

Total Issues

All time

2

Open

15% of total

11

Closed

Recent Commits

Fixing multiprocessing issue on some systems

devendrachaplot•7 years ago

3b5891fView on GitHub

Python3 compatibility

devendrachaplot•8 years ago

681c5ecView on GitHub

Update README.md

Devendra Chaplot•8 years ago

beed844View on GitHub

Update README.md

Devendra Chaplot•8 years ago

19ac0ccView on GitHub

Public release

Devendra Chaplot•8 years ago

1d67048View on GitHub

View all commits

Community

238 stars, 37 forks

1/30

3%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

0.8% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

100.0%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

devendrachaplot

User

5

commits

Languages

Python

100.0%

Issues Analytics

13

Total Issues

All time

2

Open

15% of total

11

Closed

85% of total

4d

Avg Close Time

Fast response ✅

Issues Activity: Last 6 months

Hottest Issues

1

#5 How is the accuracy calculated ? Its mentioned that it is averaged over 100 episodes, but averaged over which 100 episodes ? Is it from 1 - 100 ?

8

closed

2

#7 Issue in reproducing results

6

closed

3

#10 Dimension Error in Inference

3

open

4

#4 Hardware specifications

3

closed

5

#12 No GPU

2

closed

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

devendrachaplot

User

5

commits

Recent Commits

Fixing multiprocessing issue on some systems

devendrachaplot•7 years ago

3b5891fView on GitHub

Python3 compatibility

devendrachaplot•8 years ago

681c5ecView on GitHub

Update README.md

Devendra Chaplot•8 years ago

beed844View on GitHub

Update README.md

Devendra Chaplot•8 years ago

19ac0ccView on GitHub

Public release

Devendra Chaplot•8 years ago

1d67048View on GitHub

View all commits

GitHub Explorer

DeepRL-Grounding

Score Breakdown

Issues Activity: Last 6 months

Hottest Issues