Quentin Delfosse
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ICLR (3)
NIPS (2)
NAACL (1)
UAI (1)
Top co-authors
Keywords
reinforcement learning
(2)
interpretable machine learning
(1)
policy learning
(1)
parameter-efficient fine-tuning
(1)
concept bottleneck
(1)
human-aligned agent
(1)
domain expert
(1)
policy regularization
(1)
credit assignment
(1)
activation function
(1)
neural network layer
(1)
pretrained language model
(1)
symbolic abstraction
(1)
agent system
(1)
logic rule
(1)
low-resource setting
(1)
adapter layer
(1)
layer selection
(1)
logical rule
(1)
neuro-symbolic reasoning
(1)
Papers
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning
ICLR 2025
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
NIPS 2024
Adaptive Rational Activations to Boost Deep Reinforcement Learning
ICLR 2024
Pix2Code: Learning to Compose Neural Visual Concepts as Programs
UAI 2024
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction
NIPS 2023
CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability
ICLR 2022
Adaptable Adapters
NAACL 2022