DreamSAC: Learning Hamiltonian World Models via Symmetry Exploration

Jinzhou Tang, Fan Feng, Minghao Fu +3

Learned world models excel at interpolative generalization but fail at extrapolative generalization to novel physical properties. This limitation arises because they learn statisti…