Gomoku AI: RuleBased vs DQN(2015)
over 5000 episodes, DQN won about 440 episodes against RuleBased AI.
When DQN won, It took long steps(mostly about 220 steps) otherwise took short steps(mostly 20 steps).
- DQN Reward setting.
- DQN architecture MLP -> CNN
- Double DQN & Dueling DQN