Jonathan Sorg

Publication Activity (10 Years)

Years Active: 2009-2012
Publications (10 Years): 0

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Publications

Jonathan Sorg, Satinder P. Singh, Richard L. Lewis
Variance-Based Rewards for Approximate Bayesian Reinforcement Learning CoRR (2012)
Jeshua Bratman, Satinder P. Singh, Jonathan Sorg, Richard L. Lewis
Strong mitigation: nesting search for good policies within search for good reward. AAMAS (2012)
Jonathan Sorg, Satinder P. Singh, Richard L. Lewis
Optimal Rewards versus Leaf-Evaluation Heuristics in Planning Agents. AAAI (2011)
Satinder P. Singh, Richard L. Lewis, Andrew G. Barto, Jonathan Sorg
Intrinsically Motivated Reinforcement Learning: An Evolutionary Perspective. IEEE Trans. Auton. Ment. Dev. 2 (2) (2010)
Jonathan Sorg, Satinder P. Singh
Linear options. AAMAS (2010)
Jonathan Sorg, Satinder P. Singh, Richard L. Lewis
Internal Rewards Mitigate Agent Boundedness. ICML (2010)
Jonathan Sorg, Satinder P. Singh, Richard L. Lewis
Reward Design via Online Gradient Ascent. NIPS (2010)
Jonathan Sorg, Satinder P. Singh, Richard L. Lewis
Variance-Based Rewards for Approximate Bayesian Reinforcement Learning. UAI (2010)
Jonathan Sorg, Satinder P. Singh
Transfer via soft homomorphisms. AAMAS (2) (2009)