Derives a log-determinant CIG reward from ensemble disagreement kernel with Cholesky factorization to produce causal per-step exploration signals that scale to high-dimensional spaces.
Never Give Up: Learning Directed Exploration Strategies, February 2020
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CIG: Exploration via Conditional Information Gain
Derives a log-determinant CIG reward from ensemble disagreement kernel with Cholesky factorization to produce causal per-step exploration signals that scale to high-dimensional spaces.