From cee7cd2f2ca41b30d193832847f3be1209f7bc29 Mon Sep 17 00:00:00 2001 From: James Doran Date: Fri, 19 Jul 2024 00:24:10 +0100 Subject: [PATCH] Add paper to to publications list --- docs/content/publications.md | 1 + minigrid/envs/wfc/wfcenv.py | 13 +++++++++++++ 2 files changed, 14 insertions(+) diff --git a/docs/content/publications.md b/docs/content/publications.md index 7be20f03e..d5046397e 100644 --- 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 index d86dbc5d9..72585de5a 100644 --- 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 = {