A taxonomy of fixed point
computation problems for algebraically-defined functions, and their
computational complexity.
Invited talk at the
Simons Institute Workshop
on "Solving Polynomial Equations", October 2014.
The computational
complexity of analyzing infinite-state structured
Markov Chains and structured MDPs.
Invited talk at
9th Int. Conference on Matrix-Analytic Methods in Stochastic Models
(MAM-9), June 2016.
Algorithms for Branching MDPs and Branching Stochastic Games. Invited talk at CASSTING'16, April 2016.
Algorithms for Branching Markov Decision Processes. Invited talk at RP2014, September 2014.
Tutorial: Complexity of Equilibria and Fixed points: FIXP, FIXP_a, and linear-FIXP (= PPAD). Tutorial at Dagstuhl workshop on Equilibrium Computation, August 2014.
The complexity of analyzing infinite-state Markov chains,
Markov decision processes, and stochastic games. Invited talk at
STACS'2013.
(Similar keynote talk given at China Theory Week 2013, and similar invited talk given at
LATA'13.)
Algorithms and complexity of analyzing unrestricted stochastic context-free grammars. Invited tutorial at 11th Int. Conf. on Finite State Methods and Natural Language Processing (FSMNLP'2013).
"The Complexity of Nash Equilibria
and Fixed Points of Algebraic Functions" . Tutorial at
GAMES'08.
(Earlier
talk
on same subject
at Dagstuhl Seminar on Equilibrium Computation, 2007).
"Adding Recursion to Markov Chains, Markov Decision Processes, and Stochastic Games: Algorithms and Complexity", Tutorial at QEST'11.
Lecture notes
on "Automata-theoretic Model Checking",
SFM'02:MC School on Model
Checking, 2002.