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

Open Browse Files

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

Open Browse Files

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

@ignitionai/backend-tfjs

TensorFlow.js backend for IgnitionAI - browser-based reinforcement learning framework

v0.1.0 URL: https://unpkg.com/@ignitionai/backend-tfjs@0.1.0/dist/index.js

Open Browse Files

reinforcement-learning tensorflow tfjs dqn ppo q-learning browser webgl webgpu

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

Open Browse Files

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

markovjs

reinforcement learning in javascript

v0.1.3 URL: https://unpkg.com/markovjs@0.1.3/index.js

Open Browse Files

markov machine reinforcement learning value iteration sarsa q-learning