Adi Makmal

Benchmarking Projective Simulation in Navigation Problems

2018 · IEEE Access

Projective simulation is a model for intelligent agents with a deliberation capacity that is based on episodic memory. The model has been shown to provide a flexible framework for constructing reinforcement-learning agents, and it allows …

Approximate encoding of quantum states using shallow circuits

2024 · npj Quantum Information

Abstract Quantum algorithms and simulations often require the preparation of complex states through sequences of 2-qubit gates. For a generic quantum state, the number of required gates grows exponentially with the number of qubits, becoming …