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Your Value Function is a Control Barrier Function: Verification of Learned Policies using Control Theory
Although RL is highly general and scalable, the difficulty of verifying policy behaviours poses challenges for safety-critical applications.
Learning Perceptual Locomotion on Uneven Terrains using Sparse Visual Observations
To proactively navigate and traverse various terrains, active use of visual perception becomes indispensable.
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