37 citations · 45 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 8 cited
Bounded Approximate Symbolic Dynamic Programming for Hybrid MDPs
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 a…
cs.AI2012★ 37 cited
Symbolic Dynamic Programming for Discrete and Continuous State MDPs
Scott Sanner, Karina Valdivia Delgado, Leliane Nunes de Barros
Many real-world decision-theoretic planning problems can be naturally modeled with discrete and continuous state Markov decision processes (DC-MDPs). While previous work has addres…