Tag: DQN
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RL Transfer Learning: Atari to Custom Tasks with SB3
Transfer a pretrained DQN from Atari Pong to custom tasks in 100 episodes. Replay buffer tricks and exploration tuning that actually work.
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Part 3: Policy Gradient vs. Q-Learning: Choosing the Right Agent
DQN vs PPO vs SAC: when each algorithm wins. Math foundations, code examples, and a decision tree for picking the right RL agent for your task.
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Deep Q-Networks (DQN): Training AI to Play Atari Games
Build a Deep Q-Network that beats human Atari scores. Experience replay, target networks, and Double DQN explained with training code.