Aryaman Reddi

Rationality Randomization With Maximum Entropy for Robust Dynamic Obstacle Avoidance on Legged Robots

Reinforcement learning (RL) for legged robots has recently gained significant attention due to its ability to enable traversal of complex terrains and navigation in cluttered environments. However, most existing approaches focus on static or predictably moving obstacles and rely on handcrafted curricula or manual task...