You seem to have misunderstood what the key is.
In the context of symmetric encryption, the key is a shared secret: something that is known to both the sender and receiver. For OTP, the key is the entire pad and, if two people wish to encrypt some message using OTP, they must ensure beforehand that they have a long enough pad to do that.
For your proposed "efficient" OTP, the key is the PRNG seed: both parties must ensure beforehand that they know it. Then, they both initialize the PRNG with the same seed and it is guaranteed to produce the same sequence of "random" numbers for each of them.
However, note that this is a massive, massive weakening of OTP. An actual OTP gives perfect security, as long as the pad is kept secret. If you intercept the 17-character message
nsmklmfmwnfmngner
you have zero knowledge of whether it is
maketrumpthepotus
encoded with one pad, or
ensureclintonwins
encoded with a different pad. Or
kittensarethebest
or literally anything else. However, using a pseudorandom pad means that only certain pads are possible (maybe there's no key at all that encrypts the kitten message to "nsmklmfmwnfmngner", so you can rule that out). Anybody who knows the PRNG algorithm can start guessing keys to try to decrypt messages. Anyone who captures some pad material can start trying to reverse engineer the PRNG. Anyone who captures encrypted messages can start trying the same.
You really shouldn't call it OTP unless the key material is as long as the message. Your proposal for using a PRNG is just a generic stream cypher.