Kai-Chi Huang

Planning on a (Risk) Budget: Safe Non-Conservative Planning in Probabilistic Dynamic Environments

Planning in environments with other agents whose future actions are uncertain often requires compromise between safety and performance. Here our goal is to design efficient planning algorithms with guaranteed bounds on the probability of safety violation, which nonetheless achieve non-conservative p…