Stas Tiomkin

A Hybrid Text-to-Speech System That Combines Concatenative and Statistical Synthesis Units

Stas Tiomkin, D. Malah, Slava Shechtman et al. · IEEE Transactions on Audio Speech and Language Processing · 2010 · 48 citations

Concatenative Synthesis, Engineering, Combines Concatenative +23

A Unified Bellman Equation for Causal Information and Value in Markov Decision Processes

Stas Tiomkin, Naftali Tishby · arXiv (Cornell University) · 2017 · 23 citations · Full text

Artificial Intelligence, Engineering, Agent Decision-making +22

Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning

Xingyu Lu, Kimin Lee, Pieter Abbeel et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Artificial Intelligence, Reward Hacking, Engineering +13

Control Capacity of Partially Observable Dynamic Systems in Continuous Time

Stas Tiomkin, Daniel Polani, Naftali Tishby · arXiv (Cornell University) · 2017 · 14 citations · Full text

Control Space, Stochastic Hybrid System, Engineering +14

AvE: Assistance via Empowerment

Yuqing Du, Stas Tiomkin, Daniel Polani et al. · arXiv (Cornell University) · 2020 · 14 citations · Full text

Artificial Intelligence, Engineering, Education +22