Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
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Dec 2, 2024 - TeX
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reinforcement-learning-algorithms
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Modeling agents with probabilistic programs
reinforcement-learning mdp reinforcement-learning-algorithms probabilistic-programming pomdp webppl probabilistic-programs modeling-agents
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Sep 4, 2019 - TeX
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
reinforcement-learning artificial-intelligence cheatsheet reinforcement-learning-algorithms rl reinforcementlearning sutton-barto-book
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Mar 30, 2021 - 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
python multi-threading deep-neural-networks latex reinforcement-learning deep-learning asynchronous tensorflow numpy deep-reinforcement-learning multithreading python-3-5 torcs reinforcement-learning-algorithms tensorboard a3c autonomous-driving actor-critic advantage-actor-critic gym-torcs
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Dec 10, 2017 - TeX
Repository for double learning rate experiments
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Apr 17, 2018 - TeX
Reinforcement Learning Project CS6700. Designing the required function to compute complex operations using matrix manipulation.
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Apr 6, 2019 - TeX
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