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PyMDP
Agent Demo Using PyMDP
Bayesian Machine Learning
Using NumPyro to perform Bayesian regression
Bayesian Machine Learning
Deriving Secret Sales Volumes with Bayesian Inference
Bayesian Machine Learning
Gaussian Multivariate Bayesian State Inference
Bayesian Machine Learning
Using RxInfer to perform Bayesian regression
Reinforcement Learning
Python identifier conventions for alignment with the Powell Unified Framework
Reinforcement Learning
Temporal Difference 4 – Control with Q-Learning in Reinforcement Learning
Reinforcement Learning
Temporal Difference 3 – Control with Sarsa in Reinforcement Learning
Reinforcement Learning
Temporal Difference 2 – Estimation of the Action-value Function in Reinforcement Learning
Reinforcement Learning
Temporal Difference 1 – Estimation of the State-value Function in Reinforcement Learning
Reinforcement Learning
Monte Carlo 6 – Off-Policy Control with Importance Sampling in Reinforcement Learning
Reinforcement Learning
Monte Carlo 5 – Off-Policy Estimation of the Action-value Function in Reinforcement Learning
Reinforcement Learning
Monte Carlo 4 – Control with Epsilon-Soft Policies in Reinforcement Learning
Reinforcement Learning
Monte Carlo 3 – Control with Exploring Starts in Reinforcement Learning
Reinforcement Learning
Monte Carlo 2 – Estimation of the Action-value Function in Reinforcement Learning
Reinforcement Learning
Monte Carlo 1 – Estimation of the State-value Function in Reinforcement Learning
Reinforcement Learning
Control of a Cart-Pole Dynamic System with Ray RLlib
Reinforcement Learning
SageMaker Regression on Abalone Data
Reinforcement Learning
Semantic Segmentation on Oxford-IIIT Pet Dataset
Reinforcement Learning
Training an Agent to play Pong using Reinforcement Learning
Reinforcement Learning
Reinforcement Learning helps with Investor Decisions
Reinforcement Learning
Control of a Cart-Pole Dynamic System with TF-Agents
Social Media Marketing
Social Media Marketing in the Aerospace Industry
AI Ethics
Response to Cathy O’Neil’s Weapons of Math Destruction
Open Source
The Cathedral and the Bazaar for Data Science
Statistics
Resampling Methods