作者位次 #2/3ICLR 2026Poster· Reinforcement Learning / Deep RL
Bridging Successor Measure and Online Policy Learning with Flow Matching-Based Representations
Haosen Shi · Jianda Chen · Sinno Jialin Pan
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Haosen Shi · Jianda Chen · Sinno Jialin Pan
Zichen Chen · Jianda Chen · Jiaao Chen · Misha Sra
Current financial benchmarks prioritize large language models (LLMs) for task accuracy and portfolio returns, yet overlook risks arising from multi-agent cooperation, tool-sharing, and real-world financial actions. We introduce M-SAEA, a Multi-agent, Safety-Aware Evaluation Agent that audits LLM...