https://github.com/ashrithsagar/option-critic
The Option-Critic Architecture
Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, acm.org -
○Academic email domains
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○Scientific vocabulary similarity
Low similarity (9.3%) to scientific vocabulary
Last synced: 10 months ago
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Repository
The Option-Critic Architecture
Basic Info
- Host: GitHub
- Owner: AshrithSagar
- License: mit
- Language: Python
- Default Branch: main
- Size: 83 KB
Statistics
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 0
Created about 1 year ago
· Last pushed about 1 year ago
https://github.com/AshrithSagar/option-critic/blob/main/
# option-critic
[](https://github.com/psf/black)
Implementation of the Option-Critic Architecture | PyTorch
[DOI](https://dl.acm.org/doi/10.5555/3298483.3298491)
|
[arXiv](https://arxiv.org/abs/1609.05140)
|
[Paper](https://ojs.aaai.org/index.php/AAAI/article/view/10916/10775)
## Installation
Clone the repo and install in editable mode using `pip` from the project root directory:
```shell
pip install -e .
```
The list of dependencies are available [here](requirements.txt), which are automatically installed.
## Usage
See all the available config options using
```shell
oca run --help
```
Check [`ConfigRunDefaults`](oca/utils/config.py) for the base defaults.
Specify any overrides using CLI arguments.
```shell
oca run --switch-goal --env FourRooms-v0 --agent OptionCritic
```
Environments (not limited to, but tested on these):
- `FourRooms-v0`
- `AsterixNoFrameskip-v4`
- `MsPacmanNoFrameskip-v4`
- `SeaquestNoFrameskip-v4`
- `ZaxxonNoFrameskip-v4`
- `CartPole-v1`
To check logs in tensorboard
```shell
tensorboard --logdir=./oca/experiments/runs/{run_name}
```
### Plots
To check available configs, use
```shell
oca plot --help
```
```shell
oca plot --run-name {run_name}
```
## References
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Owner
- Name: Ashrith Sagar
- Login: AshrithSagar
- Kind: user
- Repositories: 6
- Profile: https://github.com/AshrithSagar
#
GitHub Events
Total
- Issues event: 1
- Delete event: 2
- Issue comment event: 1
- Member event: 2
- Public event: 1
- Push event: 55
- Create event: 5
Last Year
- Issues event: 1
- Delete event: 2
- Issue comment event: 1
- Member event: 2
- Public event: 1
- Push event: 55
- Create event: 5