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tianrilieyan's Projects

cluster-analysis-in-texas-holdem icon cluster-analysis-in-texas-holdem

Program collects data points (% of pot bet, ratio of %bet : % chance of hand winning) , plots these points, and performs cluster analysis to find the centroid of each cluster. The program uses these centroids to calcualte the likely % chance of an opponent's hand winning in fture hands.

d3dshot icon d3dshot

Extremely fast and robust screen capture on Windows with the Desktop Duplication API

deuces icon deuces

A pure Python poker hand evaluation library

elegantrl icon elegantrl

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

neuron_poker icon neuron_poker

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

phd-bibliography icon phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

pokerrl icon pokerrl

Framework for Multi-Agent Deep Reinforcement Learning in Poker

pyeval7 icon pyeval7

Python Texas Hold'em hand evaluation and equity calculation library

real-pokerdb icon real-pokerdb

Hand history database software integrating simple statistical tools based on GTO simulation frequency analysis.

rebel icon rebel

An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.

reinforce icon reinforce

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

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