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upvoted a paper 7 days ago

DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Paper • 2511.22570 • Published 11 days ago • 65

upvoted a paper 12 days ago

GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms

Paper • 2511.17592 • Published 21 days ago • 118

upvoted a paper about 1 month ago

Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1

Paper • 2510.19600 • Published Oct 22 • 68

upvoted a paper about 2 months ago

Drawing2CAD: Sequence-to-Sequence Learning for CAD Generation from Vector Drawings

Paper • 2508.18733 • Published Aug 26 • 9

upvoted a collection 2 months ago

Qwen3-VL

Collection

37 items • Updated Nov 1 • 491

upvoted 7 papers 2 months ago

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2 • 52

No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping

Paper • 2509.21880 • Published Sep 26 • 52

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

Paper • 2509.25849 • Published Sep 30 • 47

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26 • 134

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30 • 34

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published Sep 29 • 140

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26 • 70

upvoted an article 3 months ago

view article

Article

Gaia2 and ARE: Empowering the community to study agents

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Sep 22

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120

upvoted 6 papers 3 months ago

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Paper • 2509.08755 • Published Sep 10 • 56

Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing

Paper • 2509.08721 • Published Sep 10 • 660

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 189

Open Data Synthesis For Deep Research

Paper • 2509.00375 • Published Aug 30 • 70

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2 • 225

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2 • 124

upvoted a paper 4 months ago

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery

Paper • 2508.08401 • Published Aug 11 • 42