Chmielewski

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upvoted a collection about 17 hours ago

DFlash

Collection

Block Diffusion for Flash Speculative Decoding • 2 items • Updated 2 days ago • 9

upvoted a paper 1 day ago

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published 21 days ago • 18

upvoted 2 papers 10 days ago

GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators

Paper • 2512.19682 • Published 16 days ago • 15

Reinforcement Learning for Self-Improving Agent with Skill Library

Paper • 2512.17102 • Published 20 days ago • 31

upvoted an article 10 days ago

view article

Article

Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance

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29 days ago

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82

upvoted a paper 11 days ago

Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published 15 days ago • 60

upvoted 14 papers 17 days ago

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?

Paper • 2511.13646 • Published Nov 17, 2025 • 8

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published Nov 14, 2025 • 165

Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning

Paper • 2511.14460 • Published Nov 18, 2025 • 20

Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 108

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents

Paper • 2511.13593 • Published Nov 17, 2025 • 25

The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation

Paper • 2511.20256 • Published Nov 25, 2025 • 27

DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

Paper • 2511.19399 • Published Nov 24, 2025 • 60

General Agentic Memory Via Deep Research

Paper • 2511.18423 • Published Nov 23, 2025 • 161

Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning

Paper • 2511.19900 • Published Nov 25, 2025 • 48

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 117

Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12

Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published Nov 24, 2025 • 32

LFM2 Technical Report

Paper • 2511.23404 • Published Nov 28, 2025 • 42

GoRL: An Algorithm-Agnostic Framework for Online Reinforcement Learning with Generative Policies

Paper • 2512.02581 • Published Dec 2, 2025 • 14