Publications tagged "Partial observability"


Conferences

Minimum-Information LQG Control — Part I: Memoryless Controllers

Roy Fox, and Naftali Tishby

55th IEEE Conference on Decision and Control (CDC), 2016


Minimum-Information LQG Control — Part II: Retentive Controllers

Roy Fox, and Naftali Tishby

55th IEEE Conference on Decision and Control (CDC), 2016


A Multi-Agent Control Framework for Co-Adaptation in Brain-Computer Interfaces

Josh Merel*, Roy Fox*, Tony Jebara, and Liam Paninski

27th Annual Conference on Neural Information Processing Systems (NeurIPS), 2013


Bounded Planning in Passive POMDPs

Roy Fox, and Naftali Tishby

29th International Conference on Machine Learning (ICML), 2012


A Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs

Roy Fox, and Moshe Tennenholtz

22nd Conference on Artificial Intelligence (AAAI), 2007


Workshops

Task-Relevant Embeddings for Robust Perception in Reinforcement Learning

Eric Liang, Roy Fox, Joseph Gonzalez, and Ion Stoica

Prediction and Generative Modeling in Reinforcement Learning workshop (PGMRL @ ICML), 2018


Theses

Information-Theoretic Methods for Planning and Learning in Partially Observable Markov Decision Processes

Roy Fox

PhD Thesis, 2016



Preprints