reinforce-js

A collection of various reinforcement learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.

v1.5.1 URL: https://unpkg.com/reinforce-js@1.5.1/dist/index.js

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ml-double-q-learning

Library implementing the double-q-learning algorithm.

v0.0.5 URL: https://unpkg.com/ml-double-q-learning@0.0.5/lib/double-q-learning-agent.js

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reinforcement learning q-learning double-q-learning machine learning reinforcement ml rl q exploration exploitation

sarsa

a general SARSA implementation, an A.I. tool useful for machine learning

v1.0.1 URL: https://unpkg.com/sarsa@1.0.1/index.js

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sarsa q-learning qlearning state action reward state action machine learning reinforcement

q-exp

Reinforcement learning (Q-Learning) library

v0.0.3 URL: https://unpkg.com/q-exp@0.0.3/main.js

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reinforcement machine learning rl ml q learning exploration exploitation

ml-q-learning

Library implementing the q-learning algorithm and several exploration algorithms.

v0.0.15 URL: https://unpkg.com/ml-q-learning@0.0.15/lib/q-learning-agent.js

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reinforcement learning q-learning machine learning reinforcement ml rl q exploration exploitation