Posts

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Personal (typed) notes, and open-source contribution.

Baselines Experiments and Tutorials in AllenAct

15 minute read

Notes for Generative Adversarial Imitation Learning (GAIL)

12 minute read

Configure Dual-Boot Linux (Manjaro) to the Laptop (Blade 15 2022) for Everything

12 minute read

Reading notes, mathematical proofs, and Python implementations for Reinforcement Learning: An Introduction (and COMP 394 Reinforcement Learning at Macalester as TA).

Chapter 2 Multi-armed Bandits

16 minute read

Chapter 3 Finite Markov Decision Processes

34 minute read

Chapter 4 Dynamics Programming

25 minute read

Chapter 5 Monte Carlo Methods

36 minute read

Chapter 6 Temporal-Difference Learning

61 minute read