06 Project resources

For project types 1-3 (survey, exposition, application), some good source of references include:

• Your AIMA textbook
• Association for the advancement of Artificial Intelligence (AAAI) website: www.aaai.org
• International Conference on Automated Planning and Scheduling website: http://www.icaps-conference.org
• Online lectures on AI in Video games, Drug Discovery, AI for good
• Online proceedings of the premier AI conferences and workshops
• On Reinforcement Learning:
  1. A list of key papers in reinforcement learning: https://spinningup.openai.com/en/latest/spinningup/keypapers.html
  2. OpenAI Gym environments: https://www.gymlibrary.dev/
  3. pysc2: a interface of StarCraft II mini-games environment: https://github.com/deepmind/pysc2
  4. MineRL: a interface and replay database of MineCraft game environment: https://minerl.io/basalt/

For project type 4 (competition), some relevant competitions include:

• ICAPS Planning competition http://ipc.icaps-conference.org/
• Lux AI challenge https://www.kaggle.com/c/lux-ai-2021
• >_Terminal game challenge https://terminal.c1games.com/
• AWS Deepracer competition https://aws.amazon.com/deepracer/
• More links:
  • https://www.gocoder.one/blog/ai-game-competitions-list
  • https://www.aicrowd.com/
  • https://ieee-cog.org/2021/index.html#competitions_section