Nicolas Bougie
8 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Renaissance Researcher (5)
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large language model
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multi-agent system
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generative agent
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language model
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sparse reward
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sample efficiency
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embedding learning
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metric learning
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contrastive learning
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feedback generation
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human behavior
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atari game
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agent system
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world model
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text generation
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multi-agent simulation
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natural language generation
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recommender system
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self-supervised learning
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reinforcement learning
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Papers
AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation
ACL 2026
MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation
EACL 2026
CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation
EMNLP 2025
Generative Reviewer Agents: Scalable Simulacra of Peer Review
EMNLP 2025
SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation
ACL 2025
Exploring Beyond Curiosity Rewards: Language-Driven Exploration in RL
ACML 2024
Lost and Found: How Self-Supervised Learning Helps GPS Coordinates Find Their Way
ACML 2023
Towards High-Level Intrinsic Exploration in Reinforcement Learning
IJCAI 2020