A collection of ready-to-use agents for the Chef's Hat Gym Environment
Project description
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
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distribution
Hashes for ChefsHatPlayersClub-0.0.1-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b36e8718a1ad863f52912d0b22da8c0ff6c7ad7e3c1a7b47f57bce1dd1aa3971 |
|
MD5 | 836b031e762af46a814b27f61b589dfb |
|
BLAKE2b-256 | 050ae05ca52b42249a92e42f109eea716cdc8ae323ec071919bdbbc30799cc26 |