Johan Ferret
10 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver
👥
Mega-Team · Squad
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Reinforcement Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Methods
(5)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Keywords
reinforcement learning
(3)
large language model
(3)
rlhf
(2)
deep reinforcement learning
(2)
reward model
(2)
knowledge distillation
(2)
distribution shift
(1)
distribution matching
(1)
self-supervised learning
(1)
reinforcement learning from human feedback
(1)
model merging
(1)
reward function
(1)
transfer learning
(1)
efficient exploration
(1)
parameter-efficient fine-tuning
(1)
dialogue generation
(1)
actor-critic algorithm
(1)
classifier-free guidance
(1)
weight averaging
(1)
kl divergence
(1)
Papers
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Diversity-Rewarded CFG Distillation
ICLR 2025
On Teacher Hacking in Language Model Distillation
ICML 2025
Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning
EMNLP 2024
RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
ICML 2024
WARM: On the Benefits of Weight Averaged Reward Models
ICML 2024
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
ACL 2023
Adversarially Guided Actor-Critic
ICLR 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning
NeurIPS 2021
Self-Attentional Credit Assignment for Transfer in Reinforcement Learning
IJCAI 2020