Alexandre Maraval PRO

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upvoted an article 3 days ago

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Article

PipelineRL

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Apr 25

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42

upvoted 2 papers about 2 months ago

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

Paper • 2509.22921 • Published Sep 26 • 11

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

Paper • 2402.14740 • Published Feb 22, 2024 • 15

upvoted a paper 4 months ago

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

Paper • 2507.16713 • Published Jul 22 • 21

upvoted 2 papers 5 months ago

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

Paper • 2507.02726 • Published Jul 3 • 14

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

Paper • 2506.21628 • Published Jun 24 • 16

upvoted a paper 6 months ago

Visual Planning: Let's Think Only with Images

Paper • 2505.11409 • Published May 16 • 57

upvoted a paper 10 months ago

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

Paper • 2502.01208 • Published Feb 3 • 11

upvoted an article 11 months ago

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Article

Accelerating Language Model Inference with Mixture of Attentions

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Jan 7

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24

upvoted a paper about 1 year ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68

upvoted 4 papers over 1 year 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 • 22

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 • 61