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7 changes: 7 additions & 0 deletions examples/project-pikachu/Readme.MD
Original file line number Diff line number Diff line change
Expand Up @@ -22,3 +22,10 @@ Mentor: init27
- [ ] Add Env
- [ ] Baseline on Env
- [ ] Setup Trainer
### Observations:
SubZero:
1) poke_env seems like a popular choice for Pokemon-RL projects, especially those involving Pokémon Showdown battles.
2) Custom environments using earlier Pokemon versions (like Pokemon Red) often use emulators or simplified OpenAI Gym-like environments.
3) Environments typically frame Pokemon states as numeric tensors or feature dictionaries, avoiding raw image input for easier training.
4) Research projects use reward shaping and parallel training to speed learning.
5) Most projects focus on battle-based interactions, therefore no focus on exploration or world interaction.