Limitations and Possible Extensions of OOPS

In what follows we will discuss to which extent ``no free lunch theorems'' are relevant to OOPS (Section 5.1), which are the essential limitations of OOPS (Section 5.2), and how to use OOPS for reinforcement learning (Section 5.3).

- How Often Can we Expect to Profit from Earlier Tasks?
- Fundamental Limitations of OOPS
- Outline of OOPS-based Reinforcement Learning (OOPS-RL)
- Gödel Machine and OOPS

Juergen Schmidhuber 2004-04-15

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