#policy-regularization

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Offline RL paper regularizes policies via consequence distributions

Structural Behavior Regularization replaces an intractable dynamics constraint with a closed-form latent divergence and reports stronger offline RL benchmark results.

offline-reinforcement-learning policy-regularization

arXiv cs.AI / cs.LG / cs.CL28d ago

One Task, Many Interfaces: Simple Cross-Interface Consistency Training Improves LLM Agent Robustness

CIPR trains LLM agents to stay consistent across renamed or notationally changed interfaces.

llm-agents robustness

Stories tagged #policy-regularization

Offline RL paper regularizes policies via consequence distributions

One Task, Many Interfaces: Simple Cross-Interface Consistency Training Improves LLM Agent Robustness