Assume we are estimating the value function for states V(s) and that we want to use TDA) algorithm. Derive the tabular value iteration update.
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- Minimize the number of states in the following DFA D using the table-filling algorithm studied in the lecture. Show all your work and explain. Σ = {a, b}.Consider a state space where the start number is 2 and the successor function for state n returns two states, number 3n -2 and 3n-1. (a) Draw the portion of the state space for states 2 to 41. (b) Suppose the goal state is 37. List the order in which nodes will be visited for breadth first search, depth first search. (c) Suppose the goal state is 13. List the order in which nodes will be visited for depth first search with limit 2 and iterative depending search.Using the pumping lemma, prove by contradiction that the language: (above the "example") Use a different string w for your solution, and include the x,y,z partitions that you selected as well as the arbitrary values for p and į. Also include the new string after pumping y i-times.
- Compute the gradient with respect to all parameters of f(w0 + w1a1 + w2a2) when w0 = 3, w1 = −2, a1 = 2, w2 = −1, a2 = 4, and β = 0.25 using backpropagationImplement this algorithm in C program . Show the gantt chart as output. Round-robin (RR) is one of the algorithms employed by process and network schedulers in computing. As the term is generally used, time slices (also known as time quanta) are assigned to each process in equal portions and in circular order, handling all processes without priority (also known as cyclic executive).By using python , Implement each of the following algorithms and use them to find a solution for the 8-queen problem. What the quality of solution (optimal or suboptimal) and execution time. If an algorithm did not produce a solution discuss then you need to include an analysis explaining why. Iterative Depth First Search (Hint :You should focus in coding in : How to represent the states , How to do Transition model , how to test the state whether it is the goal or not ,What is the best Initial state )
- Consider that altering the accept and non-accept states may expose the DFA's complement.Whether we want to create a supplement, we must determine if this strategy is effective. Is it feasible to produce a TM equivalent? Whether so, how? If not, why not, and what should be done to achieve this?By using python , Implement each of the following algorithms and use them to find a solution for the 8-queen problem. What the quality of solution (optimal or suboptimal) and execution time. If an algorithm did not produce a solution discuss then you need to include an analysis explaining why. Genetic algorithm (Hint :You should focus in coding in : How to represent the states , How to do Transition model , how to test the state whether it is the goal or not ,What is the best Initial state )Using the banker’s algorithm, determine whether this is in a safe state, where the available resources are (for A, B, and C) 1, 2, and 1.
- Algorithm for Updating a value with a change value and a momentum term.in: sequence of n values V = V0, V1,...,Vn−1 (2 ≤ n); change c; momentum coefficient α (0 ≤ α ≤ 1)out: sequence of n + 1 values W where the first n values are identical to V and thelast value is Wn = Wn−1 + c + α(Wn−1 − Wn−2)Answer the following questions using the Banker’s algorithm:a. What is the content of the matrix Needb. Is the system in a safe state? Explainc. If a request from process P1 arrives for (0,4,2,0), can the request be grantedimmediately? ExplainWhat is The Minimax Algorithm explain it?