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Card Games

6 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

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

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

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

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