MapReduce for Parallel Reinforcement Learning

By Yuxi Li, Dale Schuurmans. 2011

30 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computer Networks and Communications, Information Systems, Reinforcement Learning

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Sergey Levine
2. Pieter Abbeel
3. Yoshua Bengio
4. Ruslan Salakhutdinov
5. Timothy P. Lillicrap
6. Yuxi Li
7. Quoc V. Le
8. Chelsea Finn

In Computer Networks and Communications

1. David Silver
2. Mehdi Mirza
3. Alex Graves
4. Timothy P. Lillicrap
5. Volodymyr Mnih
6. Yoshua Bengio

In Information Systems

1. Timothy P. Lillicrap
2. David Silver

In Reinforcement Learning

1. Sergey Levine
2. Pieter Abbeel
3. Timothy P. Lillicrap
4. Shimon Whiteson
5. David Silver
6. Yuxi Li
7. Nicolas Manfred Otto Heess
8. R´emi Munos

Citations in the corpus

• Asynchronous Methods for Deep Reinforcement Learning (2016, methodology): “In earlier work, (Li & Schuurmans, 2011) applied the Map Reduce framework to parallelizing batch reinforcement learning methods with linear function approximation.”