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Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Shapley ⭐ 198

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Pokerkit ⭐ 157

[IEEE ToG] An open-source Python library for poker simulations and hand evaluations

A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, and causal inference.

Neural Fictitous Self Play ⭐ 67

Scalable Implementation of Neural Fictitous Self-Play

Deep Learning Mahjong ⭐ 45

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

Model Free Episodic Control ⭐ 31

This is the implementation of paper Model Free Episodic Control

[ICLR 2022] Graph-Relational Domain Adaptation

Deepgame ⭐ 20

Multi-agent reinforcement learning programs based on Game theory

All the homeworks, testers and projects done at METU-CENG

Shapley_valuation ⭐ 6

PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

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