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Reinforcement learning approach to playing competitive Pokémon.

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Name		Name	Last commit message	Last commit date
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pokemonai		pokemonai
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
requirements.txt		requirements.txt
setup.py		setup.py

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Pokémon AI

Goal

Reinforcement learning approach to playing competitive Pokémon. Battling is done on Smogon's Pokémon Showdown! battle simulator.

Ideas to Explore

Batch RL (experience replay/fitted Q iteration)
Online TD Learning
PG methods (DDPG)
Monte Carlo Tree Search (with simplfied assumptions)
Imitation learning with Smogon leaderboard

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Reinforcement learning approach to playing competitive Pokémon.

pokemon reinforcement-learning pokemon-showdown

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Python 100.0%