Daniel Scott
4 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(17)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(2)
Reinforcement Learning
(2)
Learning Types
(2)
Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Applications · Reinforcement Learning
(1)
Domain-Specific
(1)
Keywords
reinforcement learning
(2)
temporal difference learning
(1)
multi-task learning
(1)
procedural generation
(1)
markov decision process
(1)
state representation
(1)
partial observability
(1)
temporal difference
(1)
state representation learning
(1)
generative model
(1)
recurrent neural network
(1)
synthetic data
(1)
tabular data
(1)
agentic workflow
(1)
lambda discrepancy
(1)
recurrent value network
(1)
robustness guarantee
(1)
agent system
(1)
data watermarking
(1)
legal contract
(1)
Papers
Adaptive and Robust Watermark for Generative Tabular Data
UAI 2026
LAW: Legal Agentic Workflows for Custody and Fund Services Contracts
COLING 2025
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
NeurIPS 2024
Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning
NeurIPS 2023