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Online Monte Carlo Counterfactual Regret Minimization for Search in Imperfect Information Games
presentOnline Outcome Sampling, an online search variant of Monte Carlo Counterfactual Regret Minimization, which preserves its convergence to Nash equilibrium. We show......
IN - Informatika
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Learning not to regret
not to regret" framework, enabling us to meta-learn a regret minimizer tailored to a specific distribution. Our key contribution, Neural Predictive Regret Matching having regret minimization guar...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Intelligence, not Integration:Distributed Regret Minimization for IDS Control
We present an empirical study of regret minimization procedure used in a distributed Intrusion Detection System (IDS) to independently adapt the self-contained components of the system without any explicit coordination. We show that...
JC - Počítačový hardware a software
- 2011 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Automated Construction of Bounded-loss Imperfect-recall Abstractions in Extensive-form Games
, FPIRA and CFR+IRA, based on fictitious play and counterfactual regret minimization...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Strategy Effectiveness of Game-Theoretical Solution Concepts in Extensive-Form General-Sum Games
and strategies computed by Counterfactual regret minimization (CFR) and Monte-Carlo tree...
IN - Informatika
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Monte Carlo Continual Resolving for Online Strategy Computation in Imperfect Information Games
and implement its Monte Carlovariant (MCCR) which uses Monte Carlo Counterfactual...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
No-Regret Learning Supports Voters’ Competence
in hindsight. The difference represents the regret of meta-induction whose minimization their standing in democratic theory contested. We show that a type of no-regret learning the level of their inclusion in recommendatio...
Political science
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
On the Value of Coordination in Distributed Self-Adaptation of Intrusion Detection System
. We show that theuse of regret minimization techniques results in stable...
JC - Počítačový hardware a software
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Search in Imperfect Information Games Using Online Monte Carlo Counterfactual Regret Minimization
Online search in games has always been a core interest of artificial intelligence. Advances made in search for perfect information games (such as Chess, Checkers, Go, and Backgammon) have led to AI capable of defeating the world's top human experts. ...
IN - Informatika
- 2014 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Effectiveness of Game-Theoretic Strategies in Extensive-Form General-Sum Games
of solution-concept strategies and strategies computed by Counterfactual regret minimization (CFR) and Monte Carlo Tree Search in practice. Our results show that (1) CFR......
IN - Informatika
- 2015 •
- O
Rok uplatnění
O - Ostatní výsledky
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