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I'm trying to solve a linear programming problem using reinforcement learning. The linear programming problem is:

\begin{array}{ll} \text{maximize}_x & C* x \\ \text{subject to}& A*x \le b\\ \end{array}

For instance: \begin{array}{ll} C &= [1 \; 2 \;3 \;4]\\ x &= [x1; x2; x3; x4]\\ A &= [2 \;3 \;4 \;5]\\ b &= 10\\ \end{array}

I've tried to use the DDPG algorithm to train in MATLAB but the result is not good. Any suggestions for this problem, and is it possible to do so, thanks?

I'm trying to solve a linear programming problem using reinforcement learning. The linear programming problem is:

\begin{array}{ll} \text{maximize}_x & C* x \\ \text{subject to}& A*x \le b\\ & x_i \in [0,1],\ where \ i=1,2,3,... \end{array}

For instance: \begin{array}{ll} C &= [1 \; 2 \;3 \;4]\\ x &= [x1; x2; x3; x4]\\ A &= [2 \;3 \;4 \;5]\\ b &= 10\\ \end{array}

I've tried to use the DDPG algorithm to train in MATLAB but the result is not good. Any suggestions for this problem, and is it possible to do so, thanks?

I'm trying to solve a linear programming problem using reinforcement learning. The linear programming problem is:

\begin{array}{ll} \text{maximize}_x & C* x \\ \text{subject to}& A*x \le b\\ \end{array}

For instance: \begin{array}{ll} C &= [1 2 3 4]\\ x &= [x1; x2; x3; x4]\\ A &= [2 3 4 5]\\ b &= 10\\ \end{array}

I've tried to use the DDPG algorithm to train in MATLAB but the result is not good. Any suggestions for this problem, and is it possible to do so, thanks?

I'm trying to solve a linear programming problem using reinforcement learning. The linear programming problem is:

\begin{array}{ll} \text{maximize}_x & C* x \\ \text{subject to}& A*x \le b\\ \end{array}

For instance: \begin{array}{ll} C &= [1 \; 2 \;3 \;4]\\ x &= [x1; x2; x3; x4]\\ A &= [2 \;3 \;4 \;5]\\ b &= 10\\ \end{array}

I've tried to use the DDPG algorithm to train in MATLAB but the result is not good. Any suggestions for this problem, and is it possible to do so, thanks?

I'm trying to solve a linear programming problem using reinforcement learning. The linear programming problem is:

C = [1 2 3 4]; x = [x1; x2; x3; x4]; A = [2 3 4 5]; and b = 10

I've tried to use the DDPG algorithm to train in MATLAB but the result is not good. Any suggestions for this problem, and is it possible to do so, thanks?

I'm trying to solve a linear programming problem using reinforcement learning. The linear programming problem is:

\begin{array}{ll} \text{maximize}_x & C* x \\ \text{subject to}& A*x \le b\\ \end{array}

For instance: \begin{array}{ll} C &= [1 2 3 4]\\ x &= [x1; x2; x3; x4]\\ A &= [2 3 4 5]\\ b &= 10\\ \end{array}

I've tried to use the DDPG algorithm to train in MATLAB but the result is not good. Any suggestions for this problem, and is it possible to do so, thanks?