-
A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review
A long-term goal of reinforcement learning agents is to be able to perfo...
07/03/2020 ∙ by Adam Bignold, et al. ∙
0
∙
share
read it
-
Directed Policy Gradient for Safe Reinforcement Learning with Human Advice
Many currently deployed Reinforcement Learning agents work in an environ...
08/13/2018 ∙ by Hélène Plisnier, et al. ∙
0
∙
share
read it
-
Off-Policy Reward Shaping with Ensembles
Potential-based reward shaping (PBRS) is an effective and popular techni...
02/11/2015 ∙ by Anna Harutyunyan, et al. ∙
0
∙
share
read it
-
Off-Policy Shaping Ensembles in Reinforcement Learning
Recent advances of gradient temporal-difference methods allow to learn o...
05/21/2014 ∙ by Anna Harutyunyan, et al. ∙
0
∙
share
read it
