Add paper to to publications list

jysdoran · Jul 18, 2024 · cee7cd2 · cee7cd2
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diff --git a/docs/content/publications.md b/docs/content/publications.md
@@ -7,6 +7,7 @@ firstpage:
 
 
 List of publications & submissions using Minigrid or BabyAI (please open a pull request to add missing entries):
+- [DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design](https://arxiv.org/abs/2402.03479) (University of Edinburgh, ICML 2024)
 - [Conviction-Based Planning for Sparse Reward Reinforcement Learning Problems](https://prl-theworkshop.github.io/prl2024-icaps/papers/8.pdf)(UQÀM, PRL @ ICAPS 2024)
 - [Learning from Active Human Involvement through Proxy Value Propagation](https://metadriverse.github.io/pvp/)(UCLA, NeurIPS Spotlight 2023)
 - [Go Beyond Imagination: Maximizing Episodic Reachability with World Models](https://arxiv.org/pdf/2308.13661.pdf) (UMich, ICML 2023)

diff --git a/minigrid/envs/wfc/wfcenv.py b/minigrid/envs/wfc/wfcenv.py
@@ -91,6 +91,19 @@ class WFCEnv(MiniGridEnv):
     register_wfc_presets(WFC_PRESETS_INCONSISTENT, gymnasium.register)
     register_wfc_presets(WFC_PRESETS_SLOW, gymnasium.register)
     ```
+
+    ## Research
+     
+    Adapted for `Minigrid` by the following work.
+
+    ```bibtex
+    @inproceedings{garcin2024dred,
+      title = {DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design},
+      author = {Garcin, Samuel and Doran, James and Guo, Shangmin and Lucas, Christopher G and Albrecht, Stefano V},
+      booktitle = {Forty-first International Conference on Machine Learning},
+      year = {2024},
+    }
+    ```
     """
 
     PATTERN_COLOR_CONFIG = {