https://github.com/thesofakillers/rl-labs
Assignments for Reinforcement Learning 1
https://github.com/thesofakillers/rl-labs
Last synced: 8 months ago
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Assignments for Reinforcement Learning 1
- Host: GitHub
- URL: https://github.com/thesofakillers/rl-labs
- Owner: thesofakillers
- Created: 2022-09-06T10:01:28.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2023-03-14T13:39:31.000Z (over 3 years ago)
- Last Synced: 2025-05-07T19:03:32.158Z (about 1 year ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 5.74 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Reinforcement Learning 1 - Labs
Lab Assignments for Natural Language Processing 1, a course from my MSc in AI. I
am omitting the University name for searchability reasons. The university can be
found on my LinkedIns or CV.
## Content
1. Assignment 1: MDP's and Dynamic Programming
2. Assignment 2: Tabular Methods
3. Assignment 3: Advanced TD Methods and Approximation
4. Assignment 4: Control with Approximation and Policy Gradients
5. Assignment 5: Advanced policy-based methods
6. Assignment 6: Paper review report of
_[Randomized Ensembled Double Q-Learning: Learning Fast Without a Model](https://openreview.net/forum?id=AY8zfZm0tDd)_