Explorations in AI
Cross Entropy Method for Planning in Reinforcement Learning
A note on the Cross Entropy Method (CEM) commonly used for planning in reinforcement learning.
Why You Should Conduct a Technical Workshop
Reflections on leading the Workshops Team at NUS Statistics Society in AY2020/21.
Evolutionary Computation: Genetic Algorithm, Neuroevolution and Novelty Search
A blog post on evolutionary computation, a family of optimization algorithms inspired by biological evolution.
Gaussian Mixture Models with TensorFlow Probability
A note on implementing Gaussian mixture models with TensorFlow Probability.
Anomaly Detection of Time Series Data
A note on anomaly detection techniques, evaluation and applications on time series data.