no code implementations • NeurIPS Workshop ICBINB 2020 • Ângelo Gregório Lovatto, Thiago Pereira Bueno, Denis Mauá, Leliane Nunes de Barros
Recent approaches have advocated learning and using a world model to improve sample efficiency and reduce reliance on the value function estimate.
no code implementations • 26 Sep 2013 • Luis Gustavo Vianna, Scott Sanner, Leliane Nunes de Barros
Recent advances in symbolic dynamic programming (SDP) combined with the extended algebraic decision diagram (XADD) data structure have provided exact solutions for mixed discrete and continuous (hybrid) MDPs with piecewise linear dynamics and continuous actions.
