Peter A. Beling
3 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Research topics
Keywords
reinforcement learning
(1)
dependency parsing
(1)
algorithmic trading
(1)
long short-term memory
(1)
autonomous agent
(1)
proximal policy optimization
(1)
uncertainty estimation
(1)
modular architecture
(1)
limit order book
(1)
optimal trade execution
(1)
implementation shortfall
(1)
lstm network
(1)
semantic dependency
(1)
adaptive planning
(1)
large language model
(1)
graph neural network
(1)
multi-agent system
(1)
penetration testing
(1)
trade execution
(1)
Papers
From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing
EMNLP 2025
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models
EMNLP 2025
An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization
IJCAI 2020