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ArtStudies/M2/Reinforcement Learning
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Arthur DANJOU 5ab7d46608 Add README and update project files for Atari Tennis RL agents 
- Created README.md detailing project overview, algorithms, architecture, environment, project structure, key results, known issues, and dependencies.
- Added checkpoint files for Monte Carlo agent and updated existing checkpoints for DQN and Q-Learning agents.
- Included new training and evaluation plots for DQN, Monte Carlo, and championship matrix.
2026-03-08 09:04:35 +01:00
..
project
Add README and update project files for Atari Tennis RL agents
2026-03-08 09:04:35 +01:00
CliffWalking.gif
Update execution counts in Jupyter notebooks and replace CliffWalking GIF with a new version
2026-01-15 11:50:46 +01:00
Lab 1 - Multi‑Armed Bandits with epsilon‑Greedy and Bernoulli Rewards.ipynb
Update Python version in Jupyter notebooks to 3.13.9 across multiple files
2025-12-13 23:38:27 +01:00
Lab 2 - Maze Game as a Markov Decision Process Part 1.ipynb
Fix execution counts and update policy array initialization in maze game notebooks
2026-01-06 11:13:17 +01:00
Lab 2 - Second maze.ipynb
Fix execution counts and update policy array initialization in maze game notebooks
2026-01-06 11:13:17 +01:00
Lab 3 - Solving Maze Game with Dynamic Programming.ipynb
Implement feature X to enhance user experience and optimize performance
2026-01-12 10:37:04 +01:00
Lab 4 - Monte Carlo Control in Blackjack game.ipynb
Add Lab 4
2026-01-13 10:36:09 +01:00
Lab 5A - TD prediction with random walk.ipynb
Modifier le nom d'affichage du noyau Python dans le notebook à "studies"
2026-01-15 12:21:33 +01:00
Lab 5B - TD control with CliffWalking.ipynb
Update kernelspec display name in TD control with CliffWalking notebook
2026-01-15 12:36:19 +01:00
Lab 6A Dyna-Q and Figure 8_2 in [Sutton and Barto].ipynb
Implement feature X to enhance user experience and fix bug Y in module Z
2026-01-30 14:49:47 +01:00
Lab 7 - Function approximation with Mountain Car.ipynb
Implement feature X to enhance user experience and optimize performance
2026-02-03 11:42:21 +01:00