Heinrich Küttler
5 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(13)
🧭
Keyword Pioneer
🌱
Topic Pioneer
📈
Trend Setter
Conferences
NIPS (4)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
imitation learning
(1)
curriculum learning
(1)
sequential decision making
(1)
question answering
(1)
covariate shift
(1)
minimax regret
(1)
retrieval-augmented generation
(1)
language generation
(1)
unsupervised environment design
(1)
aleatoric uncertainty
(1)
knowledge-intensive task
(1)
trajectory learning
(1)
seq2seq model
(1)
procedurally generated environment
(1)
large language model
(1)
skill acquisition
(1)
language-conditioned reinforcement learning
(1)
dense vector retrieval
(1)
Papers
Dungeons and Data: A Large-Scale NetHack Dataset
NIPS 2022
Grounding Aleatoric Uncertainty for Unsupervised Environment Design
NIPS 2022
Learning with AMIGo: Adversarially Motivated Intrinsic Goals
ICLR 2021
The NetHack Learning Environment
NIPS 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
NIPS 2020