New answers tagged algorithm-request
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votes
Accepted
Is there a standardized method to train a reinforcement learning NN by demonstration?
Yes, this is known as imitation learning, which can be divided into
inverse RL (i.e. learn a reward function from demonstrations, then apply RL), and
behaviour cloning (supervised learning applied to ...
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1
vote
Compare Strings composed from 2-3 words using NLP/ML(Python)
You can use a model to create rich embeddings for example: sentence transformers and then use cosine similarity distance from sklearn with a threshold (at least 0.6) to create clusters of semantically-...
- 21
0
votes
Which RL algorithm should I use to learn an optimal weight vector?
My friend propose local random search:
Initialize:
$W_0 = (0.5,...,0.5)$
step = 0.1, $K < N$, MAX_ITERATIONS
Each iteration:
$W_{new}$ <- $W$
randomly choose up to $K$ weights, change each ...
- 365
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