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14 search results found

Papers Literature Ml Dl Rl Ai ⭐ 1,798

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

Applied Reinforcement Learning ⭐ 219

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

My_bibliography_for_research_on_autonomous_driving ⭐ 175

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

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.

Nash Detect ⭐ 74

Code for KDD 2020 paper Robust Spammer Detection by Nash Reinforcement Learning

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

Deepgame ⭐ 20

Multi-agent reinforcement learning programs based on Game theory

Markovsoccergame ⭐ 16

Implementing different learning algorithms and analyzing their performance in a Markov game model called the Soccer Game

MLPro - The Integrative Middleware Framework for Standardized Machine Learning in Python

Gym Stag Hunt ⭐ 6

A custom reinfrocement learning environment for OpenAI Gym & PettingZoo that implements various Stag Hunt-like social dilemma games.

Dilemmarl ⭐ 6

Code for our PRICAI 2022 paper: "Online Learning in Iterated Prisoner's Dilemma to Mimic Human Behavior".

Mlrepricer ⭐ 6

Explore pricing data. Share insights and models. Build environment for repricer.

Nash Q Learning ⭐ 6

Implementation of the Nash Q-Learning algorithm to solve simple MARL problems with two agents.

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