Corentin
@corentinlger.bsky.social
Research Engineer @ Huawei. Previously @ Inria Flowers
Interested in ML, RL, Multi-agent systems & LLMs
https://corentinlger.github.io/
Interested in ML, RL, Multi-agent systems & LLMs
https://corentinlger.github.io/
Reposted by Corentin
📢 New preprint!
How do humans learn from arbitrary, abstract goals? We show that, when goal spaces can be compressed, costly working-memory processes give way to internalized reward functions, enabling efficient goal-dependent reinforcement learning. @annecollins.bsky.social arxiv.org/abs/2509.06810
How do humans learn from arbitrary, abstract goals? We show that, when goal spaces can be compressed, costly working-memory processes give way to internalized reward functions, enabling efficient goal-dependent reinforcement learning. @annecollins.bsky.social arxiv.org/abs/2509.06810
Reward function compression facilitates goal-dependent reinforcement learning
Reinforcement learning agents learn from rewards, but humans can uniquely assign value to novel, abstract outcomes in a goal-dependent manner. However, this flexibility is cognitively costly, making l...
arxiv.org
September 9, 2025 at 1:58 AM
📢 New preprint!
How do humans learn from arbitrary, abstract goals? We show that, when goal spaces can be compressed, costly working-memory processes give way to internalized reward functions, enabling efficient goal-dependent reinforcement learning. @annecollins.bsky.social arxiv.org/abs/2509.06810
How do humans learn from arbitrary, abstract goals? We show that, when goal spaces can be compressed, costly working-memory processes give way to internalized reward functions, enabling efficient goal-dependent reinforcement learning. @annecollins.bsky.social arxiv.org/abs/2509.06810
Reposted by Corentin
Very happy that our paper received both the EvoApps best paper and the EvoStar best student paper! Congrats team!!
Emergent Kin Selection of Altruistic Feeding via Non-Episodic Neuroevolution
arxiv.org/abs/2411.10536
Emergent Kin Selection of Altruistic Feeding via Non-Episodic Neuroevolution
arxiv.org/abs/2411.10536
May 12, 2025 at 3:45 PM
Very happy that our paper received both the EvoApps best paper and the EvoStar best student paper! Congrats team!!
Emergent Kin Selection of Altruistic Feeding via Non-Episodic Neuroevolution
arxiv.org/abs/2411.10536
Emergent Kin Selection of Altruistic Feeding via Non-Episodic Neuroevolution
arxiv.org/abs/2411.10536
Reposted by Corentin
What's wrong with evaluating #LLMs after a single interaction? Come find out @iclr-conf.bsky.social and learn how cultural attraction theory can help us do better. Poster #288, 10 am.
April 23, 2025 at 10:11 PM
What's wrong with evaluating #LLMs after a single interaction? Come find out @iclr-conf.bsky.social and learn how cultural attraction theory can help us do better. Poster #288, 10 am.