Heinrich Küttler
5 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Reinforcement Learning
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Applications · Reinforcement Learning
(2)
Methods
(2)
Artificial Intelligence
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(3)
curriculum learning
(2)
sequential decision making
(1)
question answering
(1)
procedural generation
(1)
covariate shift
(1)
intrinsic motivation
(1)
minimax regret
(1)
goal-conditioned policy
(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)
Papers
Dungeons and Data: A Large-Scale NetHack Dataset
NeurIPS 2022
Grounding Aleatoric Uncertainty for Unsupervised Environment Design
NeurIPS 2022
Learning with AMIGo: Adversarially Motivated Intrinsic Goals
ICLR 2021
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
NeurIPS 2020
The NetHack Learning Environment
NeurIPS 2020