RL (complexity) GudangMovies21 Rebahinxxi LK21

      Randomized Logarithmic-space (RL), sometimes called RLP (Randomized Logarithmic-space Polynomial-time), is the complexity class of computational complexity theory problems solvable in logarithmic space and polynomial time with probabilistic Turing machines with one-sided error. It is named in analogy with RP, which is similar but has no logarithmic space restriction.


      Definition


      The probabilistic Turing machines in the definition of RL never accept incorrectly but are allowed to reject incorrectly less than 1/3 of the time; this is called one-sided error. The constant 1/3 is arbitrary; any x with 0 ≤ x ≤ 1 would suffice. This error can be made 2−p(x) times smaller for any polynomial p(x) without using more than polynomial time or logarithmic space by running the algorithm repeatedly.


      Relation to other complexity classes


      Sometimes the name RL is reserved for the class of problems solvable by logarithmic-space probabilistic machines in unbounded time. However, this class can be shown to be equal to NL using a probabilistic counter, and so is usually referred to as NL instead; this also shows that RL is contained in NL. RL is contained in BPL, which is similar but allows two-sided error (incorrect accepts). RL contains L, the problems solvable by deterministic Turing machines in log space, since its definition is just more general.
      Noam Nisan showed in 1992 the weak derandomization result that RL is contained in SC, the class of problems solvable in polynomial time and polylogarithmic space on a deterministic Turing machine; in other words, given polylogarithmic space, a deterministic machine can simulate logarithmic space probabilistic algorithms.
      It is believed that RL is equal to L, that is, that polynomial-time logspace computation can be completely derandomized; major evidence for this was presented by Reingold et al. in 2005. A proof of this is the holy grail of the efforts in the field of unconditional derandomization of complexity classes. A major step forward was Omer Reingold's proof that SL is equal to L.


      References

    Kata Kunci Pencarian:

    rl complexityrl complexity classrl sample complexity
    CompLexity Gaming - Rocket League Esports Wiki

    CompLexity Gaming - Rocket League Esports Wiki

    Bypassing RL complexity with religion | by aan | Oct, 2024 | Medium

    Bypassing RL complexity with religion | by aan | Oct, 2024 | Medium

    What is RL? A short recap - Hugging Face Deep RL Course

    What is RL? A short recap - Hugging Face Deep RL Course

    RL for Planning and Planning for RL – Machine Learning Blog | ML@CMU ...

    RL for Planning and Planning for RL – Machine Learning Blog | ML@CMU ...

    What is RL? A short recap - Hugging Face Deep RL Course

    What is RL? A short recap - Hugging Face Deep RL Course

    Basic components of RL. | Download Scientific Diagram

    Basic components of RL. | Download Scientific Diagram

    The Reinforcement Learning Framework - Hugging Face Deep RL Course

    The Reinforcement Learning Framework - Hugging Face Deep RL Course

    List: Rl | Curated by Sbanashri | Medium

    List: Rl | Curated by Sbanashri | Medium

    List: RL | Curated by Stanislav Babenyshev | Medium

    List: RL | Curated by Stanislav Babenyshev | Medium

    4.: Structure of RL computations 1 | Download Scientific Diagram

    4.: Structure of RL computations 1 | Download Scientific Diagram

    The Reinforcement Learning Framework - Hugging Face Deep RL Course

    The Reinforcement Learning Framework - Hugging Face Deep RL Course

    2: Architecture of the RL environment | Download Scientific Diagram

    2: Architecture of the RL environment | Download Scientific Diagram

    Search Results

    rl complexity

    Daftar Isi

    Complexity Gaming - Liquipedia Rocket League Wiki

    Complexity Gaming, formerly stylized as compLexity Gaming and abbreviated as COL, is an American esports organization that currently hosts a North American Rocket League team; they also field teams in Counter-Strike, VALORANT, …

    algorithms - Complexity - why is RL=NL when omitting the …

    In the definition of RL, we require that the algorithm halt with probability 1 1 on any input. As you note, your algorithm runs forever on "No" instances. To fix this, we'll take advantage of the fact …

    RL (complexity) - Wikiwand

    Randomized Logarithmic-space (RL), [1] sometimes called RLP (Randomized Logarithmic-space Polynomial-time), [2] is the complexity class of computational complexity theory problems …

    complexity theory - What is known about coRL and RL?

    Wondering about any known relations between $\mathsf{RL}$ complexity class (one sided error with logarithmic space) and its complementary class, $\mathsf{coRL}$. Are they the same …

    15-Year-Old RL Pro Wins First Game With Complexity

    Apr 23, 2024 · João "diaz" Henrique played his first official match as a member of Complexity's Rocket League team this past weekend, defeating Crow Station alongside veteran teammates …

    Language Arts Florida Standards (LAFS) Grade 5 - Florida …

    By the end of the year, read and comprehend literature, including stories, dramas, and poetry, at the high end of the grades 4–5 text complexity band independently and proficiently. Know and …

    Language Arts Florida Standards (LAFS) Grade 7 - Florida …

    Cluster 4: Range of Reading and Level of Text Complexity STANDARD CODE STANDARD. LAFS.7.RL.4.10 By the end of the year, read and comprehend literature, including stories, …

    Language Arts Florida Standards (LAFS) Grade 2 - Florida …

    LAFS.2.RL.1.1 Ask and answer such questions as who, what, where, when, why, and how to demonstrate understanding of key details in a text. Cognitive Complexity: Level 2: Basic …

    cc.complexity theory - $RL=L$ Progress Since 2006 - Theoretical ...

    Reingold, Trevisan, and Vadhan's breakthrough 2006 paper (http://dl.acm.org/citation.cfm?id=1132583) reduced the problem of showing $RL=L$ to …