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Name: El Amine
Type: User
El Amine's Projects
adaptive-policy-iteration
JAX implementation of Adaptive Approximate Policy Iteration (Hao et al., 2021)
gym
A toolkit for developing and comparing reinforcement learning algorithms.
qml-qcnn
Python implementation of Quantum Algorithms for Deep Convolutional Neural Networks (Kerenidis, Landman and Prakash, 2019)
qrl-dqn-gym
PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
quantum-arch-search
Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)
quantum-nearest-classifier
Cirq implementation of Nearest Centroid Classification on a Trapped Ion Quantum Computer (Johri et al., 2020)
quantum-orthogonal-nn
JAX implementation of Classical and Quantum Algorithms for Orthogonal Neural Networks by (Kerenidis et al., 2021)
randomized-value-iteration
JAX implementation of Generalization and Exploration via Randomized Value Functions (Osband et al., 2016)
rl-lspi
Gym implementation of Least-Squares Policy Iteration (Lagoudakis & Parr, 2003)
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