Clément Romac
4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
NAACL (1)
Top co-authors
Keywords
large language model
(2)
contrastive learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
policy learning
(1)
procedural generation
(1)
online reinforcement learning
(1)
contrastive loss
(1)
automatic curriculum learning
(1)
interactive environment
(1)
prompt overfitting
(1)
agent alignment
(1)
functional grounding
(1)
deep reinforcement learning
(1)
procedural task generation
(1)
Papers
MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces
ICML 2025
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting
NAACL 2025
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning
ICML 2023
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL
ICML 2021