El Amine (qdevpsi3)

qdevpsi3

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El Amine's repositories

qrl-dqn-gym

PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)

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quantum-arch-search

Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)

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quantum-orthogonal-nn

JAX implementation of Classical and Quantum Algorithms for Orthogonal Neural Networks by (Kerenidis et al., 2021)

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adaptive-policy-iteration

JAX implementation of Adaptive Approximate Policy Iteration (Hao et al., 2021)

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randomized-value-iteration

JAX implementation of Generalization and Exploration via Randomized Value Functions (Osband et al., 2016)

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quantum-nearest-classifier

Cirq implementation of Nearest Centroid Classification on a Trapped Ion Quantum Computer (Johri et al., 2020)

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rl-lspi

Gym implementation of Least-Squares Policy Iteration (Lagoudakis & Parr, 2003)

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qml-qcnn

Python implementation of Quantum Algorithms for Deep Convolutional Neural Networks (Kerenidis, Landman and Prakash, 2019)

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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