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Collections including paper arxiv:2607.27201

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

Paper • 2608.09888 • Published Aug 10 • 786
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published Aug 14 • 285
EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 174
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 265

In-Context World Modeling for Robotic Control

Paper • 2606.26025 • Published Jun 25 • 40
Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

Paper • 2606.27378 • Published May 7 • 60
Infinite Worlds with Versatile Interactions

Paper • 2607.07534 • Published Jul 8 • 46
MentalThink: Shaping Thoughts in Mental SVG World

Paper • 2607.03530 • Published Jul 3 • 13

Captain Safari: A World Engine

Paper • 2511.22815 • Published Nov 28, 2025 • 12
ECHO: Terminal Agents Learn World Models for Free

Paper • 2605.24517 • Published May 23 • 7
Mental World Modeling

Paper • 2607.27201 • Published Jul 29 • 61
WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models

Paper • 2608.04964 • Published Aug 5 • 13

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

Paper • 2608.01964 • Published Aug 3 • 187
Mental World Modeling

Paper • 2607.27201 • Published Jul 29 • 61
AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published Aug 6 • 102
Progressive Agent Skill Generation via Reinforcement Learning

Paper • 2608.01678 • Published Aug 3 • 59

07. IA agentica

Multi-Agent Computer Use

Paper • 2606.01533 • Published Jun 1 • 6
OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published Jun 4 • 29
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Paper • 2606.07412 • Published Jun 5 • 13
Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

Paper • 2606.08348 • Published Jun 6 • 16

AI for Auto-Research: Roadmap & User Guide

Paper • 2605.18661 • Published May 18 • 70
StableVLA: Towards Robust Vision-Language-Action Models without Extra Data

Paper • 2605.18287 • Published May 18 • 14
MixSD: Mixed Contextual Self-Distillation for Knowledge Injection

Paper • 2605.16865 • Published May 16 • 9
MolmoPoint: Better Pointing for VLMs with Grounding Tokens

Paper • 2603.28069 • Published Mar 30 • 8

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

Paper • 2608.09888 • Published Aug 10 • 786
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published Aug 14 • 285
EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 174
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 265

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

Paper • 2608.01964 • Published Aug 3 • 187
Mental World Modeling

Paper • 2607.27201 • Published Jul 29 • 61
AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published Aug 6 • 102
Progressive Agent Skill Generation via Reinforcement Learning

Paper • 2608.01678 • Published Aug 3 • 59

In-Context World Modeling for Robotic Control

Paper • 2606.26025 • Published Jun 25 • 40
Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

Paper • 2606.27378 • Published May 7 • 60
Infinite Worlds with Versatile Interactions

Paper • 2607.07534 • Published Jul 8 • 46
MentalThink: Shaping Thoughts in Mental SVG World

Paper • 2607.03530 • Published Jul 3 • 13

07. IA agentica

Multi-Agent Computer Use

Paper • 2606.01533 • Published Jun 1 • 6
OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published Jun 4 • 29
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Paper • 2606.07412 • Published Jun 5 • 13
Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

Paper • 2606.08348 • Published Jun 6 • 16

Captain Safari: A World Engine

Paper • 2511.22815 • Published Nov 28, 2025 • 12
ECHO: Terminal Agents Learn World Models for Free

Paper • 2605.24517 • Published May 23 • 7
Mental World Modeling

Paper • 2607.27201 • Published Jul 29 • 61
WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models

Paper • 2608.04964 • Published Aug 5 • 13

AI for Auto-Research: Roadmap & User Guide

Paper • 2605.18661 • Published May 18 • 70
StableVLA: Towards Robust Vision-Language-Action Models without Extra Data

Paper • 2605.18287 • Published May 18 • 14
MixSD: Mixed Contextual Self-Distillation for Knowledge Injection

Paper • 2605.16865 • Published May 16 • 9
MolmoPoint: Better Pointing for VLMs with Grounding Tokens

Paper • 2603.28069 • Published Mar 30 • 8

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