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user3489173
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4 votes
2 answers
218 views

Which neural network can I use to solve this constrained optimisation problem?

3 votes
2 answers
851 views

How is the probability of a greedy action in "$\epsilon$-greedy policies" derived?

1 vote
1 answer
261 views

Unclear step in off-policy (every-visit) MC Control: why do we need the line: $A_t \neq \pi(S_t)$ then exit inner loop?

1 vote
1 answer
76 views

Behaviour policy must be stochastic in states where it is not identical to the Optimal policy

1 vote
0 answers
37 views

Why is the step-size $\alpha_t = 1/t$ not appropriate for non-stationary function approximation?

1 vote
1 answer
107 views

If Least-Squares TD is computationally more expensive, then why is it more data efficient than semi-gradient TD(0)?

1 vote
0 answers
42 views

Knowing the futility of discounting in continuing problems, how can we say discounting has no role in control problems with function approximation?

1 vote
1 answer
203 views

Gradient bandit algorithm: is $\bar{R}_t$ average of all rewards or average of rewards corresponding to $A_t$?

1 vote
1 answer
64 views

If the probabilities with which each task is selected for you do not change over time, why would it appear as a single stationary k-armed bandit task?

0 votes
1 answer
111 views

Off-policy every visit MC prediction algorithm for estimating $V\approx v_{\pi}$: is this algorithm correct?

0 votes
0 answers
30 views

Confusion about reward in reinforcement learning [duplicate]

0 votes
1 answer
123 views

What type of ANN architecture to choose?

0 votes
1 answer
207 views

Action-value estimation of deterministic policies with Monte Carlo method