Neil Janwani

NaviGait: Navigating Dynamically Feasible Gait Libraries Using Deep Reinforcement Learning

Reinforcement learning (RL) has emerged as a powerful method to learn robust control policies for bipedal locomotion. Yet, it can be difficult to tune desired robot behaviors due to unintuitive and complex reward design. In comparison, trajectory optimization-based methods offer more tuneable, inter…