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206e5cbf · Hudson Yeo · db92a2db · 206e5cbf · 206e5cbf · 206e5cbf
Commit 206e5cbf authored Aug 31, 2021 by Hudson Yeo
--- a/.Rhistory
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--- a/README.md
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 # DRL Risk

-Repository for the individual projection: Distributional Reinforcement Learning and the meaning of uncertainty in the return distribution
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+Repository for the individual project: Distributional Reinforcement Learning and the meaning of uncertainty in the return distribution.
+In the folder code, there are several Jupyter notebooks that contain the full code for various aspects in the project. Below, we describe the main files used in the report.
+
+| File      | Description |
+| ----------- | ----------- |
+| c51      | Main c51 file for WCW env       |
+| mdp  | c51 agent for MDP env in Risk-aware action selection        |
+| safety_classifier_investigation | All code used for investigating various SCs in report, except QSC |
+| DQN | QSC investigations |
+| blackjack | SC investigations on Blackjack |
+| Risky_MDP | Risky MDP env with c51 agent |
+| polgrad_risky_mdp | Multi-Agent SC on Risky MDP env |
+| polgrad_wcw | Multi-Agent SC on WCW env, including its variants such as Inverted WCW and MWCW |
+| IQN | IQN code, inclusive of monotonically increasing quantile function |
+| QRDQN | QRDQN code, for graphs |
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--- a/code/.ipynb_checkpoints/mdp-checkpoint.ipynb
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--- a/code/DQN
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--- a/code/IQN.ipynb
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--- a/code/QRDQN
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--- a/code/Risky_MDP.ipynb
+++ b/code/Risky_MDP.ipynb
--- a/code/blackjack.ipynb
+++ b/code/blackjack.ipynb
--- a/code/c51.ipynb
+++ b/code/c51.ipynb
--- a/code/mdp.ipynb
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--- a/code/polgrad_pacman_combined.ipynb
+++ b/code/polgrad_pacman_combined.ipynb
--- a/code/polgrad_risky_mdp.ipynb
+++ b/code/polgrad_risky_mdp.ipynb
--- a/code/polgrad_wcw.ipynb
+++ b/code/polgrad_wcw.ipynb
--- a/code/safety_classifier_investigation.ipynb
+++ b/code/safety_classifier_investigation.ipynb