LERR-Nav: Learning to Coordinate Exploration, Recovery, and Reminiscing for Object Navigation
This work proposes LERR-Nav, an object navigation framework that coordinates exploration, recovery, and reminiscing through a learned high-level policy and comprises four complementary navigation strategies: value-function-guided exploration, LLM-guided exploration, recovery from stalled or repetitive behavior, and mem...