Satinder Singh

发表

Online and Scalable Adaptive Cyber Defense

Peng Liu, Benjamin W. Priest, George Cybenko, 2019, Adversarial and Uncertain Reasoning for Adaptive Cyber Defense.

Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes

Edmund H. Durfee, Satinder Singh, Shun Zhang, 2020, AAAI.

Efficient Querying for Cooperative Probabilistic Commitments pdf

Edmund H. Durfee, Qi Zhang, Satinder Singh, 2020, AAAI.

Bearing remaining useful life estimation using an adaptive data-driven model based on health state change point identification and K-means clustering

Satinder Singh, Ashish K. Darpe, Jaskaran Singh, 2020, Measurement Science and Technology.

Discovery of Useful Questions as Auxiliary Tasks

Richard L. Lewis, Junhyuk Oh, Satinder Singh, 2019, NeurIPS.

Future Vision for Autonomous Ocean Observations

Brian Polagye, Satinder Singh, Ramasamy Venkatesan, 2020, Frontiers in Marine Science.

How Should an Agent Practice?

Honglak Lee, Richard L. Lewis, Satinder Singh, 2019, AAAI.

Modeling Probabilistic Commitments for Maintenance Is Inherently Harder than for Achievement

Edmund H. Durfee, Satinder Singh, Qi Zhang, 2020, AAAI.

What Can Learned Intrinsic Rewards Capture? pdf

Junhyuk Oh, Satinder Singh, David Silver, 2019, ICML.

Disentangled Cumulants Help Successor Representations Transfer to New Tasks pdf

Raia Hadsell, Satinder Singh, Christopher Grimm, 2019, ArXiv.

Self-Tuning Deep Reinforcement Learning pdf

Junhyuk Oh, Satinder Singh, David Silver, 2020, ArXiv.

Building a Motivational Interviewing Dataset

Verónica Pérez-Rosas, Rada Mihalcea, Satinder Singh, 2016, CLPsych@HLT-NAACL.

Deep Reinforcement Learning for Multi-driver Vehicle Dispatching and Repositioning Problem

Satinder Singh, Jieping Ye, Risto Vuorio, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Understanding and Predicting Empathic Behavior in Counseling Therapy

Verónica Pérez-Rosas, Rada Mihalcea, Satinder Singh, 2017, ACL.

Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles

Ambuj Tewari, Satinder Singh, Nan Jiang, 2019, AISTATS.

Multiagent Reinforcement Learning in Games with an Iterated Dominance Solution

Tor Lattimore, Satinder Singh, Thore Graepel, 2019 .

The Value Equivalence Principle for Model-Based Reinforcement Learning pdf

Satinder Singh, David Silver, Andr'e Barreto, 2020, NeurIPS.

Behaviour Suite for Reinforcement Learning pdf

Tor Lattimore, Richard S. Sutton, Csaba Szepesvári, 2019, ICLR.

A Neural Method for Goal-Oriented Dialog Systems to interact with Named Entities

Jatin Ganhotra, Satinder Singh, Janarthanan Rajendran, 2018 .

Predicting Counselor Behaviors in Motivational Interviewing Encounters

Verónica Pérez-Rosas, Rada Mihalcea, Satinder Singh, 2017, EACL.

Meta-Gradient Reinforcement Learning with an Objective Discovered Online pdf

Junhyuk Oh, Satinder Singh, David Silver, 2020, NeurIPS.

Object-oriented state editing for HRL pdf

Jessica B. Hamrick, Satinder Singh, Victor Bapst, 2019, ArXiv.

No Press Diplomacy: Modeling Multi-Agent Gameplay

Joelle Pineau, Satinder Singh, Yuchen Lu, 2019, NeurIPS.

Learning to Play No-Press Diplomacy with Best Response Policy Iteration pdf

Tom Eccles, Satinder Singh, Julien P'erolat, 2020, NeurIPS.

Hindsight Credit Assignment

Doina Precup, Satinder Singh, Nicolas Heess, 2019, NeurIPS.

Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments pdf

Honglak Lee, Richard L. Lewis, Kimin Lee, 2020, ArXiv.

A Self-Tuning Actor-Critic Algorithm

Junhyuk Oh, Satinder Singh, David Silver, 2020, NeurIPS.

NE-Table: A Neural key-value table for Named Entities

Jatin Ganhotra, Satinder Singh, Lazaros Polymenakos, 2019, RANLP.

On Efficiency in Hierarchical Reinforcement Learning

Doina Precup, Satinder Singh, Benjamin Van Roy, 2020, NeurIPS.

Discovering Reinforcement Learning Algorithms pdf

Junhyuk Oh, Satinder Singh, David Silver, 2020, NeurIPS.