Oleg Olegovich Sushkov

Wish you were here: Hindsight Goal Selection for long-horizon dexterous manipulation

Complex sequential tasks in continuous-control settings often require agents to successfully traverse a set of ``narrow passages'' in their state space. Solving such tasks with a sparse reward in a sample-efficient manner poses a challenge to modern reinforcement learning (RL) due to the associated…