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karpathy/reinforcejs

A JavaScript library implementing reinforcement learning algorithms including Deep Q-Learning and policy gradient methods.

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Reinforcejs is a JavaScript reinforcement learning library by Andrej Karpathy implementing common RL algorithms such as Dynamic Programming, Temporal Difference Learning (SARSA/Q-Learning), and Deep Q-Networks. It also includes stochastic and deterministic policy gradient methods with actor-critic architectures for continuous action spaces. The library includes its own expression graph and automatic backpropagation utilities for building neural networks.

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