Hierarchical reinforcement learning for efficient exploration and transfer

no code implementations • 12 Nov 2020 • Lorenzo Steccanella, Simone Totaro, Damien Allonsius, Anders Jonsson

Sparse-reward domains are challenging for reinforcement learning algorithms since significant exploration is needed before encountering reward for the first time.

Efficient Exploration Hierarchical Reinforcement Learning +2

Hierarchical reinforcement learning for efficent exploration and transfer

no code implementations • ICML Workshop LifelongML 2020 • Lorenzo Steccanella, Simone Totaro, Damien Allonsius, Anders Jonsson

Sparse-reward domains are challenging for reinforcement learning algorithms since significant exploration is needed before encountering reward for the first time.

Hierarchical Reinforcement Learning reinforcement-learning +1