PokeBattle

pokemon battle environment and learning agent (DQN)

Required Dependencies : torch, numpy, pandas

optional Dependencies : matplotlib

results on 20,000 episodes of training, best win-rate = 43%

To run the train loop:

from pokebattle import GameManager, Agent

game = GameManager(poke_per_team = 3)
player = Agent(game)
player.learn()

Changes made from SAiDL Repo:

• Updated stats and moves sheets to include more variety and types of pokemon
• Included power points management for each move
• Updated damage calculation to include stats and proper bonuses (like in the game)
• fixed some bugs