Rethinking Token-Level Policy Optimization for Multimodal Chain-of-Thought
Paper • 2603.22847 • Published • 25
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On the Direction of RLVR Updates for LLM Reasoning: Identification and ExploitationOrganizations
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Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory
Paper • 2603.04257 • Published • 19
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
Paper • 2602.23166 • Published • 44
Heterogeneous Agent Collaborative Reinforcement Learning
Paper • 2603.02604 • Published • 191
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Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters
Paper • 2602.10604 • Published • 193
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper • 2602.12036 • Published • 93
The Devil Behind Moltbook: Anthropic Safety is Always Vanishing in Self-Evolving AI Societies
Paper • 2602.09877 • Published • 197
SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise
Paper • 2602.12783 • Published • 170
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
Paper • 2602.10809 • Published • 58
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty
Paper • 2601.22027 • Published • 85
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