Jonathan Sorg

According to our database, Jonathan Sorg authored at least 9 papers between 2009 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2012

Strong mitigation: nesting search for good policies within search for good reward.

Jeshua Bratman, Satinder Singh, Jonathan Sorg, Richard L. Lewis

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

The Optimal Reward Problem: Designing Effective Reward for Bounded Agents.

Jonathan Sorg

PhD thesis, 2011

Optimal Rewards versus Leaf-Evaluation Heuristics in Planning Agents.

Jonathan Sorg, Satinder Singh, Richard L. Lewis

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Intrinsically Motivated Reinforcement Learning: An Evolutionary Perspective.

Satinder Singh, Richard L. Lewis, Andrew G. Barto, Jonathan Sorg

IEEE Trans. Auton. Ment. Dev., 2010

Variance-Based Rewards for Approximate Bayesian Reinforcement Learning.

Jonathan Sorg, Satinder Singh, Richard L. Lewis

Proceedings of the UAI 2010, 2010

Reward Design via Online Gradient Ascent.

Jonathan Sorg, Satinder Singh, Richard L. Lewis

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Internal Rewards Mitigate Agent Boundedness.

Jonathan Sorg, Satinder Singh, Richard L. Lewis

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Linear options.

Jonathan Sorg, Satinder Singh

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009

Transfer via soft homomorphisms.

Jonathan Sorg, Satinder Singh

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009