Soumya Ray
Artificial Intelligence · 2001–2008
A researcher in the Science corpus: 5 papers; trusts 6 researchers and is trusted by 21 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 6 citations into it; #8,479 of 35,345 by trust here, #9,641 by citations
- Reinforcement Learning — 6 citations into it; #759 of 2,242 by trust here, #885 by citations
- Statistical Learning Theory — 5 citations into it
Whom Soumya Ray trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Thomas G. Dietterich
- Radford M. Neal
- Tomas Lozano-Perez
- Oded Maron
- Malcolm J. A. Strens
- Jonathan Baxter
Who trusts Soumya Ray overall
- Zhi-Hua Zhou
- Sally A. Goldman
- Jaume Amores
- Burr Settles
- Zoltán Szabó
- Yang Hu
- Thomas Gärtner
- Min-Ling Zhang
- Mohammad Rostami
- Sanmit Narvekar
Papers from Soumya Ray's perspective
Ordered by how strongly the researchers Soumya Ray trusts endorse each paper. Same corpus, a different order for every researcher.
- ON THE LIKELIHOOD THAT ONE UNKNOWN PROBABILITY EXCEEDS ANOTHER IN VIEW OF THE EVIDENCE OF TWO SAMPLES
- Model based Bayesian Exploration
- A Bayesian Framework for Reinforcement Learning
- Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions
- Bayesian Q-Learning
- Direct gradient-based reinforcement learning
- Solving the Multiple Instance Problem with Axis-Parallel Rectangles
- A Framework for Multiple-Instance Learning
- Improving Generalization with Active Learning
- Support Vector Machines for Multiple-Instance Learning
Their papers
- Multi-task reinforcement learning: a hierarchical Bayesian approach (2007) — 354 citations
- Learning and transferring roles in multi-agent MDPs (2008) — 4 citations
- Learning and Transferring Roles in Multi-Agent Reinforcement (2008)
- Multiple-Instance Active Learning (2007) — 669 citations
- Multiple Instance Regression (2001) — 163 citations