James Kostas

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 6

Top Topics

High Confidence

Reinforcement Learning

Backpropagation Neural Networks

Top Venues

Publications

James Kostas, Yash Chandak, Scott M. Jordan, Georgios Theocharous, Philip S. Thomas
High Confidence Generalization for Reinforcement Learning. ICML (2021)
James Kostas, Chris Nota, Philip S. Thomas
Asynchronous Coagent Networks. ICML (2020)
Philip S. Thomas, Scott M. Jordan, Yash Chandak, Chris Nota, James Kostas
Classical Policy Gradient: Preserving Bellman's Principle of Optimality. CoRR (2019)
Yash Chandak, Georgios Theocharous, James Kostas, Scott M. Jordan, Philip S. Thomas
Learning Action Representations for Reinforcement Learning. CoRR (2019)
James Kostas, Chris Nota, Philip S. Thomas
Asynchronous Coagent Networks: Stochastic Networks for Reinforcement Learning without Backpropagation or a Clock. CoRR (2019)
Yash Chandak, Georgios Theocharous, James Kostas, Scott M. Jordan, Philip S. Thomas
Learning Action Representations for Reinforcement Learning. ICML (2019)