Thomas Leech

2 papers · 2019–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird

Conferences

AAAI (1) RSS (1)

Top co-authors

Brandon Araki (2) Kiran Vodrahalli (2) Mark Donahue (2) Daniela Rus (2) Cristian Ioan Vasile (1) Cristian-Ioan Vasile (1)

Keywords

imitation learning (2) bayesian nonparametrics (1) markov decision process (1) value iteration (1) hierarchical model (1) recurrent neural network (1) finite state automaton (1) logical automaton (1) interpretable planning (1) gridworld environment (1) motion planning (1) logical automata (1)

Papers

Deep Bayesian Nonparametric Learning of Rules and Plans from Demonstrations with a Learned Automaton Prior AAAI 2020

Learning to Plan with Logical Automata RSS 2019