An algorithm is a list of rules to follow in order to complete a task or solve a problem. The steps in an algorithm need to be in the right order. Think about an algorithm for getting dressed in the ...

# dY_t = -f(t, Y_t, Z_t) dt + Z_t dW_t , Y_T = g(X_T) # using a neural network to approximate the terminal value Y_0 and the driver Z_t.

Agent-R1 is designed as a framework rather than a single benchmark implementation. A task recipe only needs to provide the same training data contract, an optional environment/tool configuration, and ...

Abstract: Accurate identification of protein complexes has significant scientific and practical value in disease research, bioengineering, and understanding life activities. Current identification ...

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...

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Abstract: This letter investigates rate-splitting multiple access (RSMA)-based short-packet downlink transmission in an integrated sensing and communication (ISAC) system under channel uncertainty.