@conference{ Ying2025Variational,
  Title = "A Variational Neural Network Model of Resource-Rational Reward Encoding in Human Planning",
  Author = "Zhuojun Ying and Frederick Callaway and Roy Fox and Anastasia Kiyonaga and Marcelo Mattar",
  Booktitle = "47th Annual Meeting of the Cognitive Science Society (CogSci)",
  Year = "2025"
}

@conference{ Fox2016LQG1,
  Title = "Minimum-Information {LQG} Control — {P}art {I}: Memoryless Controllers",
  Author = "Roy Fox and Naftali Tishby",
  Booktitle = "55th IEEE Conference on Decision and Control (CDC)",
  Year = "2016"
}

@conference{ Fox2016LQG2,
  Title = "Minimum-Information {LQG} Control — {P}art {II}: Retentive Controllers",
  Author = "Roy Fox and Naftali Tishby",
  Booktitle = "55th IEEE Conference on Decision and Control (CDC)",
  Year = "2016"
}

@conference{ Fox2016Options,
  Title = "Principled Option Learning in {M}arkov Decision Processes",
  Author = "Roy Fox and Michal Moshkovitz and Naftali Tishby",
  Booktitle = "13th European Workshop on Reinforcement Learning (EWRL)",
  Year = "2016"
}

@conference{ Fox2016Glearning,
  Title = "Taming the Noise in Reinforcement Learning via Soft Updates",
  Author = "Roy Fox and Ari Pakman and Naftali Tishby",
  Booktitle = "32nd Conference on Uncertainty in Artificial Intelligence (UAI)",
  Year = "2016"
}

@conference{ Fox2012Bounded,
  Title = "Bounded Planning in Passive {POMDP}s",
  Author = "Roy Fox and Naftali Tishby",
  Booktitle = "29th International Conference on Machine Learning (ICML)",
  Year = "2012"
}

@conference{ Liang2021UQL,
  Title = "Temporal-Difference Value Estimation via Uncertainty-Guided Soft Updates",
  Author = "Litian Liang and Yaosheng Xu and Stephen McAleer and Dailin Hu and Alexander Ihler and Pieter Abbeel and Roy Fox",
  Booktitle = "Deep Reinforcement Learning workshop (DRL @ NeurIPS)",
  Year = "2021"
}

@conference{ Hu2021CBSQL,
  Title = "Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning",
  Author = "Dailin Hu and Pieter Abbeel and Roy Fox",
  Booktitle = "Deep Reinforcement Learning workshop (DRL @ NeurIPS)",
  Year = "2021"
}

@conference{ Xu2021TESSAC,
  Title = "Target Entropy Annealing for Discrete {S}oft {A}ctor–{C}ritic",
  Author = "Yaosheng Xu and Dailin Hu and Litian Liang and Stephen McAleer and Pieter Abbeel and Roy Fox",
  Booktitle = "Deep Reinforcement Learning workshop (DRL @ NeurIPS)",
  Year = "2021"
}

@conference{ Fox2019EQL,
  Title = "Toward Provably Unbiased Temporal-Difference Value Estimation",
  Author = "Roy Fox",
  Booktitle = "Optimization Foundations for Reinforcement Learning workshop (OPTRL @ NeurIPS)",
  Year = "2019"
}

@phdthesis{ Fox2016PhD,
  Title = "Information-Theoretic Methods for Planning and Learning in Partially Observable {M}arkov Decision Processes",
  Author = "Roy Fox",
  School = "Hebrew University",
  Year = "2016"
}

@unpublished{ Fox2015Attention,
  Title = "Optimal Selective Attention in Reactive Agents",
  Author = "Roy Fox and Naftali Tishby",
  Note = "arXiv preprint \href{https://arxiv.org/pdf/1512.08575.pdf}{arXiv:1512.08575}",
  Year = "2015"
}