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upvoted a paper 8 days ago

Agent-Editing World Model: Rethinking World Modeling for LLM Agents

Paper • 2609.28416 • Published 13 days ago • 43

upvoted a collection 12 days ago

Agent-Editing World Model

Collection

Resources for Agent-Editing World Model (AEWM), a world model for improving long-horizon LLM agents through decision-effect modeling and state rev • 3 items • Updated 11 days ago • 1

upvoted 2 papers about 2 months ago

ClawGym II: Exploring Black-Box RL on Agent Harness

Paper • 2608.16798 • Published Aug 17 • 41

CalibForge: Adversarial Solver Calibration for Scaling Learnable Terminal Tasks

Paper • 2608.06352 • Published Aug 6 • 24

upvoted a paper 2 months ago

AREX: Towards a Recursively Self-Improving Agent for Deep Research

Paper • 2607.21461 • Published Jul 23 • 108

upvoted 2 papers 4 months ago

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

Paper • 2606.12087 • Published Jun 10 • 51

DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch

Paper • 2606.10728 • Published Jun 9 • 37

upvoted 2 papers 5 months ago

π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Paper • 2605.14678 • Published May 19 • 96

ClawGym: A Scalable Framework for Building Effective Claw Agents

Paper • 2604.26904 • Published Apr 29 • 55

upvoted 6 papers 6 months ago

Towards Long-horizon Agentic Multimodal Search

Paper • 2604.12890 • Published Apr 14 • 20

Toward Autonomous Long-Horizon Engineering for ML Research

Paper • 2604.13018 • Published Apr 14 • 34

Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

Paper • 2604.10480 • Published Apr 12 • 20

CodeTracer: Towards Traceable Agent States

Paper • 2604.11641 • Published Apr 13 • 39

QuanBench+: A Unified Multi-Framework Benchmark for LLM-Based Quantum Code Generation

Paper • 2604.08570 • Published Mar 25 • 126

Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models

Paper • 2604.10949 • Published Apr 13 • 15

upvoted 5 papers 7 months ago

Visual-ERM: Reward Modeling for Visual Equivalence

Paper • 2603.13224 • Published Mar 13 • 21

Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation

Paper • 2603.12793 • Published Mar 13 • 38

Can Vision-Language Models Solve the Shell Game?

Paper • 2603.08436 • Published Mar 9 • 39

LMEB: Long-horizon Memory Embedding Benchmark

Paper • 2603.12572 • Published Mar 13 • 76

OmniForcing: Unleashing Real-time Joint Audio-Visual Generation

Paper • 2603.11647 • Published Mar 12 • 31