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Counterfactual reasoning in neural probabilistic logic just got a major upgrade, achieving 2.14脳 faster inference while tackling biases in intervention estimates.
Forget hand-engineered reward shaping: PPO-LTL lets you specify complex safety requirements as LTL formulas and automatically penalizes violations during RL training.
