q learning pong
A free pong game — play it in your browser, no install. Watch tabular Q-learning learn to play Pong, one generation at a time. Live: q-learning-pong.vercel.app
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Controls: Space
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Open the live demo Source on GitHubFrom the README
Watch tabular Q-learning learn to play Pong, one generation at a time.
The loop, live. Observe the state, choose a move, receive a reward, update the table, with the real numbers from the game. Generations. The same agent after 0, 10, 20, 30, 50 and 100 training matches plays the same serve side by side. Any generation from 0 to 100 can be picked. The policy. A map of the best move in every row of the Q-table.
Training is 100 matches against a fixed opponent, with ε-greedy exploration falling from 0.7. It runs in the browser in a fraction of a second.
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