Metadata-Version: 2.1
Name: ChefsHatPlayersClub
Version: 0.0.1
Summary: A collection of ready-to-use agents for the Chef's Hat Gym Environment
Home-page: https://github.com/pablovin/ChefsHatPlayersClub
Author: Pablo Barros
Author-email: pablovin@gmail.com
License: MIT
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Topic :: Games/Entertainment :: Simulation
Classifier: Topic :: Games/Entertainment :: Turn Based Strategy
Classifier: Topic :: Internet
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: Implementation :: PyPy
Requires-Python: >=3.6.0
Description-Content-Type: text/markdown
Requires-Dist: absl-py (==0.12.0)
Requires-Dist: astunparse (==1.6.3)
Requires-Dist: cachetools (==4.2.1)
Requires-Dist: certifi (==2020.12.5)
Requires-Dist: chardet (==4.0.0)
Requires-Dist: ChefsHatGym (==0.1.81)
Requires-Dist: cloudpickle (==1.6.0)
Requires-Dist: cycler (==0.10.0)
Requires-Dist: flatbuffers (==1.12)
Requires-Dist: future (==0.18.2)
Requires-Dist: gast (==0.3.3)
Requires-Dist: google-auth (==1.28.1)
Requires-Dist: google-auth-oauthlib (==0.4.4)
Requires-Dist: google-pasta (==0.2.0)
Requires-Dist: grpcio (==1.32.0)
Requires-Dist: gym (==0.18.0)
Requires-Dist: h5py (==2.10.0)
Requires-Dist: idna (==2.10)
Requires-Dist: importlib-metadata (==3.10.1)
Requires-Dist: Keras (==2.4.3)
Requires-Dist: Keras-Preprocessing (==1.1.2)
Requires-Dist: kiwisolver (==1.3.1)
Requires-Dist: Markdown (==3.3.4)
Requires-Dist: matplotlib (==3.3.4)
Requires-Dist: numpy (==1.19.5)
Requires-Dist: oauthlib (==3.1.0)
Requires-Dist: opt-einsum (==3.3.0)
Requires-Dist: pandas (==1.1.5)
Requires-Dist: Pillow (==7.2.0)
Requires-Dist: pkg-resources (==0.0.0)
Requires-Dist: protobuf (==3.15.8)
Requires-Dist: pyasn1 (==0.4.8)
Requires-Dist: pyasn1-modules (==0.2.8)
Requires-Dist: pyglet (==1.5.0)
Requires-Dist: pyparsing (==2.4.7)
Requires-Dist: python-dateutil (==2.8.1)
Requires-Dist: pytz (==2021.1)
Requires-Dist: PyYAML (==5.4.1)
Requires-Dist: requests (==2.25.1)
Requires-Dist: requests-oauthlib (==1.3.0)
Requires-Dist: rsa (==4.7.2)
Requires-Dist: scipy (==1.5.4)
Requires-Dist: six (==1.15.0)
Requires-Dist: tensorboard (==2.4.1)
Requires-Dist: tensorboard-plugin-wit (==1.8.0)
Requires-Dist: tensorflow (==2.4.1)
Requires-Dist: tensorflow-estimator (==2.4.0)
Requires-Dist: termcolor (==1.1.0)
Requires-Dist: typing-extensions (==3.7.4.3)
Requires-Dist: urllib3 (==1.26.4)
Requires-Dist: Werkzeug (==1.0.1)
Requires-Dist: wrapt (==1.12.1)
Requires-Dist: zipp (==3.4.1)


## Chef's Hat Players Club
To provide a general understanding of the impact of our proposed competitive continual learning agents on the Chef's Hat environment, we introduce here the Chef's Hat Players Club: a collection of implemented and optimized agents for Chef's Hat.

#### List of Available Agents

- Random
- DQL
- PPO
- A2C
- AIRL

## Citations

- Barros, P., Sciutti, A., Hootsmans, I. M., Opheij, L. M., Toebosch, R. H., & Barakova, E. (2020). It's Food Fight! Introducing the Chef's Hat Card Game for Affective-Aware HRI. Accepted at the HRI2020
  Workshop on Exploring Creative Content in Social Robotics! arXiv preprint arXiv:2002.11458.

- Barros, P., Sciutti, A., Hootsmans, I. M., Opheij, L. M., Toebosch, R. H., & Barakova, E. (2020) The Chef's Hat Simulation Environment for Reinforcement-Learning-Based Agents. arXiv preprint arXiv:2003.05861.

- Barros, P., Tanevska, A., & Sciutti, A. (2020). Learning from Learners: Adapting Reinforcement Learning Agents to be Competitive in a Card Game. arXiv preprint arXiv:2004.04000.


## Contact

Pablo Barros - pablo.alvesdebarros@iit.it

- [http://pablobarros.net](http://pablobarros.net)
- [Twitter](https://twitter.com/PBarros_br)
- [Google Scholar](https://scholar.google.com/citations?user=LU9tpkMAAAAJ)

