Awesome Game AI materials of Multi-Agent Reinforcement Learning
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Jun 26, 2024
#
imperfect-information-games
Here are 15 public repositories matching this topic...
Scalable Implementation of Deep CFR and Single Deep CFR
research reinforcement-learning poker deep-learning neural-networks reinforcement-learning-algorithms cfr imperfect-information-games counterfactual-regret-minimization
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May 6, 2020 - Python
[NeurIPS 2022] PerfectDou: Dominating DouDizhu with Perfect Information Distillation
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May 14, 2024 - Python
C implementations of Counterfactual Regret Minimization and Monte Carlo CFR
reinforcement-learning reinforcement-learning-algorithms imperfect-information-games counterfactual-regret-minimization
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Jun 22, 2022 - C
[DESAFIO] ¿Cómo hacer que una computadora ( inteligencia artificial ) juegue mejor que un humano al truco? El Truco es un juego de cartas Argentino popularmente jugado en el todo el país y el cono sur. Es un juego de estrategia competitivo basado en turnos, de estados finitos e información incompleta, lo cúal quiere decir que los jugadores basar…
reinforcement-learning probability juego-de-cartas estadistica truco imperfect-information-games modelado-del-oponente informacion-imperfecta truco-argentino oponent-modelling
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Jun 11, 2024 - Java
A Doudizhu reinforcement learning AI
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Oct 14, 2024 - Python
I made 2 different AIs (a neural network and a Q-learning algithm) play an imperfect information game and observe the strategys that both players used.
computer-science neural-network tensorflow q-learning report investigation imperfect-information-games computer-learning
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Jan 22, 2021 - Python
Counterfactual Regret Minimization Game solution methods for Julia
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Nov 7, 2023 - Julia
This repository is the accompanying code for the paper CFVFP. This paper presents a new algorithm for solving incomplete information games - CFVFP, which has better results than MCCFR in some games. The paper has been accepted by NeurIPS 2024.
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Oct 1, 2024 - Python
Python library of imperfect information games, and self-play and exploitative algorithms
machine-learning reinforcement-learning ai python3 artificial-intelligence imperfect-information-games imperfect-information-game
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Mar 22, 2022 - Python
Opponent exploitation in imperfect game using Neural Networks.
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Aug 20, 2021 - TeX
Analyzing Betting Game and its applications specially in poker
reinforcement-learning-algorithms imperfect-information-games counterfactual-regret-minimization game-theory-model
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Dec 25, 2021 - Python
Series of tools to evaluate and examine the game Dark Hex
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Feb 6, 2023 - Python
Experimenting with intelligent agents utilizing a variety of different algorithmic methods to develop an expert level bot for the card game of Schnapsen.
bots artificial-intelligence game-theory predictive-modeling mathematical-logic decision-theory intelligent-agents state-space-search uninformed-search imperfect-information-games schnapsen tree-sear permutation-tables
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Jul 13, 2024 - Python
Deriving an optimal Blackjack strategy using Tammelin's counterfactual regret minimization algorithm (CFR ) and modern C .
blackjack decision-trees cpp20 imperfect-information-games counterfactual-regret-minimization game-tree-search
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Jun 3, 2023 - C
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