Modeling of vaporization and cracking of liquid oil injected in a gas–solid riser
Vaporization and cracking of liquid oil injected in a gas–solid riser (fluid catalytic cracking
riser reactor) was computationally studied in this work. Evaporation of a single drop injected in …
riser reactor) was computationally studied in this work. Evaporation of a single drop injected in …
First order decision diagrams for relational MDPs
Markov decision processes capture sequential decision making under uncertainty, where an
agent must choose actions so as to optimize long term reward. The paper studies efficient …
agent must choose actions so as to optimize long term reward. The paper studies efficient …
[PDF][PDF] Imitation learning in relational domains: A functional-gradient boosting approach
Imitation learning refers to the problem of learning how to behave by observing a teacher in
action. We consider imitation learning in relational domains, in which there is a varying …
action. We consider imitation learning in relational domains, in which there is a varying …
Planning in factored action spaces with symbolic dynamic programming
We consider symbolic dynamic programming (SDP) for solving Markov Decision Processes (MDP)
with factored state and action spaces, where both states and actions are described by …
with factored state and action spaces, where both states and actions are described by …
Self-taught decision theoretic planning with first order decision diagrams
We present a new paradigm for planning by learning, where the planner is given a model of
the world and a small set of states of interest, but no indication of optimal actions in these …
the world and a small set of states of interest, but no indication of optimal actions in these …
[PDF][PDF] Generalized first order decision diagrams for first order markov decision processes
First order decision diagrams (FODD) were recently introduced as a compact knowledge
representation expressing functions over relational structures. FODDs represent numerical …
representation expressing functions over relational structures. FODDs represent numerical …
Decision-theoretic planning with generalized first-order decision diagrams
Many tasks in AI require representation and manipulation of complex functions. First-Order
Decision Diagrams (FODD) are a compact knowledge representation expressing functions …
Decision Diagrams (FODD) are a compact knowledge representation expressing functions …
Rapidrelease-a dataset of projects and issues on github with rapid releases
SD Joshi, S Chimalakonda�- 2019 IEEE/ACM 16th International�…, 2019 - ieeexplore.ieee.org
In the recent years, there has been a surge in the adoption of agile development model and
continuous integration (CI) in software development. Recent trends have reduced average …
continuous integration (CI) in software development. Recent trends have reduced average …
Probabilistic relational planning with first order decision diagrams
Dynamic programming algorithms have been successfully applied to propositional stochastic
planning problems by using compact representations, in particular algebraic decision …
planning problems by using compact representations, in particular algebraic decision …
[PDF][PDF] Stochastic Planning with First Order Decision Diagrams.
Dynamic programming algorithms have been successfully applied to propositional stochastic
planning problems by using compact representations, in particular algebraic decision …
planning problems by using compact representations, in particular algebraic decision …