FlowReg adds a neural ODE alignment loss to actor-critic training, producing smoother latent trajectories and higher reported rewards on 11 Atari and 3 Minigrid environments.
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Flowing Through States: Neural ODE Regularization for Reinforcement Learning
FlowReg adds a neural ODE alignment loss to actor-critic training, producing smoother latent trajectories and higher reported rewards on 11 Atari and 3 Minigrid environments.