Clément Romac
4 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
large language model
(2)
contrastive learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
curriculum learning
(1)
policy learning
(1)
procedural generation
(1)
online reinforcement learning
(1)
learning progress
(1)
autotelic agent
(1)
contrastive loss
(1)
automatic curriculum learning
(1)
interactive environment
(1)
goal prioritization
(1)
prompt overfitting
(1)
agent alignment
(1)
functional grounding
(1)
online rl
(1)
procedural task generation
(1)
deep reinforcement learning
(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