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Reinforcement learning approach to playing competitive Pokémon.

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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.

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