← Authors

Jaedeug Choi

4 papers · 2011–2013 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Conferences

NIPS (2) IJCAI (1) JMLR (1)

Top co-authors

Kee-eung Kim (4)

Keywords

inverse reinforcement learning (3) reward function (3) bayesian inverse reinforcement learning (2) reward function estimation (2) bayesian inference (2) policy learning (1) optimal control (1) partially observable markov decision process (1) maximum a posteriori (1) partial observability (1) multiple reward functions (1) dirichlet process (1) expert policy (1) nonparametric bayesian (1) probabilistic modeling (1) bayesian learning (1) metropolis-hastings sampling (1)

Papers

Bayesian Nonparametric Feature Construction for Inverse Reinforcement Learning IJCAI 2013
Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions NIPS 2012
MAP Inference for Bayesian Inverse Reinforcement Learning NIPS 2011
Inverse Reinforcement Learning in Partially Observable Environments JMLR 2011