Alexandre Maraval

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upvoted a paper 6 months ago

Model-Based and Sample-Efficient AI-Assisted Math Discovery in Sphere Packing

Paper • 2512.04829 • Published Dec 4, 2025 • 12

upvoted an article 6 months ago

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Article

PipelineRL

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ServiceNow

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Apr 25, 2025

• 45

upvoted 2 papers 8 months ago

Rethinking Large Language Model Distillation: A Constrained Markov Decision Process Perspective

Paper • 2509.22921 • Published Sep 26, 2025 • 12

Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Paper • 2402.14740 • Published Feb 22, 2024 • 18

upvoted a paper 10 months ago

Experience is the Best Teacher: Grounding VLMs for Robotics through Self-Generated Memory

Paper • 2507.16713 • Published Jul 22, 2025 • 21

upvoted 2 papers 11 months ago

Bourbaki: Self-Generated and Goal-Conditioned MDPs for Theorem Proving

Paper • 2507.02726 • Published Jul 3, 2025 • 14

Ark: An Open-source Python-based Framework for Robot Learning

Paper • 2506.21628 • Published Jun 24, 2025 • 16

upvoted a paper about 1 year ago

Visual Planning: Let's Think Only with Images

Paper • 2505.11409 • Published May 16, 2025 • 57

upvoted a paper over 1 year ago

Almost Surely Safe Alignment of Large Language Models at Inference-Time

Paper • 2502.01208 • Published Feb 3, 2025 • 11

upvoted an article over 1 year ago

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Article

Accelerating Language Model Inference with Mixture of Attentions

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hba123

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Jan 7, 2025

• 24

upvoted a paper over 1 year ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70

upvoted 4 papers almost 2 years ago

ShortCircuit: AlphaZero-Driven Circuit Design

Paper • 2408.09858 • Published Aug 19, 2024 • 17

HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants

Paper • 2405.09186 • Published May 15, 2024 • 23

Human-like Episodic Memory for Infinite Context LLMs

Paper • 2407.09450 • Published Jul 12, 2024 • 62

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Paper • 2406.19741 • Published Jun 28, 2024 • 60