Patrick Riley

37 papers A* 2A 2C 9Misc 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comparing massively-multitask regression algorithms for drug discovery.
J. Comput. Aided Mol. Des.
Eric J. Martin, Xiang-wei Zhu, Patrick Riley, Steven Kearnes, Ekaterina A. Sosnina, Li Tian, Chi-Ming Che, Zijian Wang, Ying Wei, Thomas M. Whitehead, Gareth John Conduit, Matthew D. Segall
2024 J jnl
Ordinal Confidence Level Assignments for Regression Model Predictions.
J. Chem. Inf. Model.
Steven Kearnes, Patrick Riley
2021 A* conf
Scaling Symbolic Methods using Gradients for Neural Model Explanation.
ICLR
Subham Sekhar Sahoo, Subhashini Venugopalan, Li Li, Rishabh Singh, Patrick Riley
2020 J jnl
Kohn-Sham equations as regularizer: building prior knowledge into machine-learned physics.
CoRR
Li Li, Stephan Hoyer, Ryan Pederson, Ruoxi Sun, Ekin D. Cubuk, Patrick Riley, Kieron Burke
2019 J jnl
Decoding Molecular Graph Embeddings with Reinforcement Learning.
CoRR
Steven Kearnes, Li Li, Patrick Riley
2019 J jnl
Neural-Guided Symbolic Regression with Semantic Prior.
CoRR
Li Li, Minjie Fan, Rishabh Singh, Patrick Riley
2018 J jnl
Optimization of Molecules via Deep Reinforcement Learning.
CoRR
Zhenpeng Zhou, Steven Kearnes, Li Li, Richard N. Zare, Patrick Riley
2018 J jnl
Tensor Field Networks: Rotation- and Translation-Equivariant Neural Networks for 3D Point Clouds.
CoRR
Nathaniel Thomas, Tess E. Smidt, Steven Kearnes, Lusann Yang, Li Li, Kai Kohlhoff, Patrick Riley
2016 J jnl
Molecular Graph Convolutions: Moving Beyond Fingerprints.
CoRR
Steven Kearnes, Kevin McCloskey, Marc Berndl, Vijay S. Pande, Patrick Riley
2016 J jnl
Molecular graph convolutions: moving beyond fingerprints.
J. Comput. Aided Mol. Des.
Steven Kearnes, Kevin McCloskey, Marc Berndl, Vijay S. Pande, Patrick Riley
2015 J jnl
Massively Multitask Networks for Drug Discovery.
CoRR
Bharath Ramsundar, Steven Kearnes, Patrick Riley, Dale Webster, David E. Konerding, Vijay S. Pande
2006 J jnl
Coach planning with opponent models for distributed execution.
Auton. Agents Multi Agent Syst.
Patrick Riley, Manuela M. Veloso
2004 A* conf
Advice Generation from Observed Execution: Abstract Markov Decision Process Learning.
AAAI
Patrick Riley, Manuela M. Veloso
2004 C conf
CommLang: Communication for Coachable Agents.
RoboCup
John Davin, Patrick Riley, Manuela M. Veloso
2003 A conf
An overview of coaching with limitations.
AAMAS
Patrick Riley, Manuela M. Veloso
2003 C conf
Coaching Advice and Adaptation.
RoboCup
Patrick Riley, Manuela M. Veloso
2003 Misc conf
Next generation modeling III - agents: Spades - a distributed agent simulation environment with software-in-the-loop execution.
WSC
Patrick Riley, George F. Riley
2003 J jnl
SPADES: A System for Parallel-Agent, Discrete-Event Simulation.
AI Mag.
Patrick Riley
2002 — conf
An Empirical Study of Coaching.
DARS
Patrick Riley, Manuela Veloso, Gal A. Kaminka
2002 C conf
Integration of Advice in an Action-Selection Architecture.
RoboCup
Paul Carpenter, Patrick Riley, Manuela M. Veloso, Gal A. Kaminka
2002 C conf
MPADES: Middleware for Parallel Agent Discrete Event Simulation.
RoboCup
Patrick Riley
2002 — conf
Planning for Distributed Execution through Use of Probabilistic Opponent Models.
AIPS
Patrick Riley, Manuela M. Veloso
2002 A conf
Towards any-team coaching in adversarial domains.
AAMAS
Patrick Riley, Manuela M. Veloso, Gal A. Kaminka
2001 C conf
ChaMeleons-01 Team Description.
RoboCup
Paul Carpenter, Patrick Riley, Gal A. Kaminka, Manuela M. Veloso, Ignacio Thayer, Robert Wang
2001 — conf
Coaching a simulated soccer team by opponent model recognition.
Agents
Patrick Riley, Manuela M. Veloso
2001 C conf
Recognizing Probabilistic Opponent Movement Models.
RoboCup
Patrick Riley, Manuela M. Veloso
2000 C conf
ATT-CMUnited-2000: Third Place Finisher in the RoboCup-2000 Simulator League.
RoboCup
Patrick Riley, Peter Stone, David A. McAllester, Manuela M. Veloso
2000 — conf
Behavior Acquisition and Classification: A Case Study in Robotic Soccer.
AAAI/IAAI
Patrick Riley, Manuela M. Veloso
2000 J jnl
CMUNITED-98 Simulator Team.
AI Mag.
Peter Stone, Manuela M. Veloso, Patrick Riley
2000 — conf
Defining and Using Ideal Teammate and Opponent Agent Models.
AAAI/IAAI
Peter Stone, Patrick Riley, Manuela M. Veloso
2000 — conf
Defining and Using Ideal Teammate and Opponent Agent Models: A Case Study in Robotic Soccer.
ICMAS
Peter Stone, Patrick Riley, Manuela M. Veloso
2000 — conf
Layered Disclosure: Revealing Agents' Internals.
ATAL
Patrick Riley, Peter Stone, Manuela M. Veloso
2000 — conf
Layered disclosure: why is the agent doing what it's doing?
Agents
Peter Stone, Patrick Riley, Manuela M. Veloso
2000 — conf
On Behavior Classification in Adversarial Environments.
DARS
Patrick Riley, Manuela M. Veloso
2000 J jnl
The CMUnited-99 Champion Simulator Team.
AI Mag.
Peter Stone, Patrick Riley, Manuela M. Veloso
1999 C conf
The CMUnited-99 Champion Simulator Team.
RoboCup
Peter Stone, Patrick Riley, Manuela M. Veloso
1998 C conf
The CMUnited-98 Champion Simulator Team.
RoboCup
Peter Stone, Manuela M. Veloso, Patrick Riley