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Card Games

10 papers with code · Playing Games

Card games involve playing cards: the task is to train an agent to play the game with specified rules and beat other players.

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Greatest papers with code

RLCard: A Toolkit for Reinforcement Learning in Card Games

10 Oct 2019datamllab/rlcard

The goal of RLCard is to bridge reinforcement learning and imperfect information games, and push forward the research of reinforcement learning in domains with multiple agents, large state and action space, and sparse reward.

BOARD GAMES GAME OF POKER MULTI-AGENT REINFORCEMENT LEARNING

Latent Predictor Networks for Code Generation

ACL 2016 deepmind/card2code

Many language generation tasks require the production of text conditioned on both structured and unstructured inputs.

CARD GAMES CODE GENERATION TEXT GENERATION

Combinational Q-Learning for Dou Di Zhu

24 Jan 2019qq456cvb/doudizhu-C

Deep reinforcement learning (DRL) has gained a lot of attention in recent years, and has been proven to be able to play Atari games and Go at or above human levels.

ATARI GAMES CARD GAMES Q-LEARNING

Application of Self-Play Reinforcement Learning to a Four-Player Game of Imperfect Information

30 Aug 2018henrycharlesworth/big2_PPOalgorithm

We introduce a new virtual environment for simulating a card game known as "Big 2".

CARD GAMES

Deep Reinforcement Learning from Self-Play in Imperfect-Information Games

3 Mar 2016TinkeringCode/Neural-Fictitous-Self-Play

When applied to Leduc poker, Neural Fictitious Self-Play (NFSP) approached a Nash equilibrium, whereas common reinforcement learning methods diverged.

GAME OF POKER

Approximating Poker Probabilities with Deep Learning

22 Aug 2018brandinho/Poker-Probability-Approximation

Many poker systems, whether created with heuristics or machine learning, rely on the probability of winning as a key input.

GAME OF POKER

Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass

11 Jun 2019tobiasemrich/SchafkopfRL

Jass is a very popular card game in Switzerland and is closely connected with Swiss culture.

CARD GAMES

Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games

26 Jun 2018czxttkl/X-AI

Deck building is a crucial component in playing Collectible Card Games (CCGs).

CARD GAMES

Procedural Content Generation via Machine Learning (PCGML)

2 Feb 2017michaelbrave/Procedural-Generation-And-Generative-Systems-Resources

This survey explores Procedural Content Generation via Machine Learning (PCGML), defined as the generation of game content using machine learning models trained on existing content.

CARD GAMES STYLE TRANSFER

Poker-CNN: A Pattern Learning Strategy for Making Draws and Bets in Poker Games

22 Sep 2015TopologicLogic/CFRM-ES-CFU-XGBoost

The contributions of this paper include: (1) a novel representation for poker games, extendable to different poker variations, (2) a CNN based learning model that can effectively learn the patterns in three different games, and (3) a self-trained system that significantly beats the heuristic-based program on which it is trained, and our system is competitive against human expert players.

GAME OF POKER