5 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.AI2017★ 5 cited
Actor-Critic for Linearly-Solvable Continuous MDP with Partially Known Dynamics
Tomoki Nishi, Prashant Doshi, Michael R. James +1
In many robotic applications, some aspects of the system dynamics can be modeled accurately while others are difficult to obtain or model. We present a novel reinforcement learning…
cs.AI2012★ 3 cited
Predictive State Representations: A New Theory for Modeling Dynamical Systems
Satinder Singh, Michael James, Matthew Rudary
Modeling dynamical systems, both for control purposes and to make predictions about their behavior, is ubiquitous in science and engineering. Predictive state representations (PSRs…