FinEvolveBench: A Benchmark for Self-Evolving Agents on Low-Repetition Tasks with Implicit Rewards
Zi-Hao Deng, Yi-Ning Zhu, Lei-Ming Wang et al.
· 0 citations
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Preprint
Jul 2026
ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU
This work progressively distill a bidirectional action-conditioned teacher into a causal student through teacher forcing and ODE distillation, and introduces LongForcing to align long student self-rollouts with an extended-horizon teacher, mitigating accumulated distribution shift and autoregressive drift.
Fan Jiang, Zhaoxu Sun, Mengchao Wang et al.
· 6 citations