Jonas Gehring
7 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Architectures
(3)
Core Methods
(3)
Reinforcement Learning
(2)
Applications · Natural Language Processing
(2)
Methods
(2)
Models
(2)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Generation
(1)
Learning Types
(1)
Keywords
convolutional neural network
(2)
code generation
(2)
game artificial intelligence
(1)
sequence encoding
(1)
attention mechanism
(1)
machine translation
(1)
neural machine translation
(1)
program synthesis
(1)
hierarchical reinforcement learning
(1)
state estimation
(1)
sequence-to-sequence learning
(1)
recurrent neural network
(1)
language model
(1)
skill learning
(1)
prompting strategy
(1)
partial observation
(1)
code synthesis
(1)
encoder-decoder architecture
(1)
future state prediction
(1)
sequence to sequence
(1)
Papers
RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
ICML 2025
The KoLMogorov Test: Compression by Code Generation
ICLR 2025
What Makes Large Language Models Reason in (Multi-Turn) Code Generation?
ICLR 2025
Hierarchical Skills for Efficient Exploration
NeurIPS 2021
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger
NeurIPS 2018
A Convolutional Encoder Model for Neural Machine Translation
ACL 2017
Convolutional Sequence to Sequence Learning
ICML 2017