ChefsHatPlayersClub 0.0.1

A collection of ready-to-use agents for the Chef's Hat Gym Environment

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 - [e-mail]

• http://pablobarros.net
• Twitter
• Google Scholar