Tag: agentic-RL

26 items with this tag.

Apr 13, 2026
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents
Apr 07, 2026
Uncovering Linguistic Fragility in Vision-Language-Action Models via Diversity-Aware Red Teaming
Apr 06, 2026
Watch Before You Answer: Learning from Visually Grounded Post-Training
Apr 02, 2026
Skill0: In-Context Agentic Reinforcement Learning for Skill Internalization
Apr 01, 2026
Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents
Apr 01, 2026
RAGEN-2: Reasoning Collapse in Agentic RL
Apr 01, 2026
SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments
Mar 20, 2026
PersonaVLM: Long-Term Personalized Multimodal LLMs
Feb 09, 2026
World-VLA-Loop: Closed-Loop Learning of Video World Model and VLA Policy
Feb 02, 2026
Kimi K2.5: Visual Agentic Intelligence
Jan 07, 2026
AirNav: A Large-Scale Real-World UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions
Dec 24, 2025
ETP-R1: Evolving Topological Planning with Reinforcement Fine-tuning for Vision-Language Navigation in Continuous Environments
Dec 04, 2025
Natural Language Actor-Critic: Scalable Off-Policy Learning in Language Space
Nov 10, 2025
Grounding Computer Use Agents on Human Demonstrations
Nov 01, 2025
Pelican-VL 1.0: A Foundation Brain Model for Embodied Intelligence
Oct 23, 2025
EmbodiedBrain: Expanding Performance Boundaries of Task Planning for Embodied Intelligence
Sep 28, 2025
Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation
Sep 02, 2025
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Aug 19, 2025
ComputerRL: Scaling End-to-End Online Reinforcement Learning for Computer Use Agents
Aug 19, 2025
Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
Aug 05, 2025
Agent Lightning: Train ANY AI Agents with Reinforcement Learning
- agentic-RL
- LLM
Jun 20, 2025
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
May 29, 2025
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
May 02, 2025
Large Language Model-Brained GUI Agents: A Survey
Apr 17, 2025
Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning
Nov 28, 2024
Reward Hacking in Reinforcement Learning