Sorg, Jonathan

4 publications

AAAI 2011 Optimal Rewards Versus Leaf-Evaluation Heuristics in Planning Agents Jonathan Sorg, Satinder Singh, Richard L. Lewis

ICML 2010 Internal Rewards Mitigate Agent Boundedness Jonathan Sorg, Satinder Singh, Richard L. Lewis

NeurIPS 2010 Reward Design via Online Gradient Ascent Jonathan Sorg, Richard L. Lewis, Satinder P. Singh

UAI 2010 Variance-Based Rewards for Approximate Bayesian Reinforcement Learning Jonathan Sorg, Satinder Singh, Richard L. Lewis