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Modeling agents with probabilistic programs
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FortsAndMills/RL-Theory-book 238 0 0 over 2 years ago 0 2 TeX
Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
ndrplz/machine_learning_lectures 109 0 0 over 6 years ago 0 0 TeX
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
agentmodels/agentmodels.org 55 0 0 over 6 years ago 0 13 TeX
Modeling agents with probabilistic programs
popovicidaniela/Master-Thesis 25 0 0 over 8 years ago 0 1 TeX
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
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Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
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A list of various articles that I find helpful for reading about deep learning, forecasting, or macroeconomics
alxthm/rl-cheatsheet 11 0 0 about 4 years ago 0 0 mit TeX
A summary of important concepts and algorithms in RL
samsonq/Thesis 11 0 0 over 2 years ago 0 0 mit TeX
Samson's MIT Master's Degree Thesis: "Multi-Agent Deep Reinforcement Learning and GAN-Based Market Simulation for Derivatives Pricing and Dynamic Hedging".
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