LazyDAgger: Reducing Context Switching in Interactive Imitation Learning.

Daniel S. Brown , Ken Goldberg , Daniel Seita , Brijen Thananjeyan
arXiv: Robotics

24
2021
Situational Confidence Assistance for Lifelong Shared Autonomy.

Anca D. Dragan , Daniel S. Brown , Andreea Bobu , Matthew Zurek
arXiv: Robotics

13
2021
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications

Daniel S. Brown , Scott Niekum
national conference on artificial intelligence 33 ( 01) 7749 -7758

28
2019
Classifying swarm behavior via compressive subspace learning

Matthew Berger , Lee M. Seversky , Daniel S. Brown
2016 IEEE International Conference on Robotics and Automation (ICRA) 5328 -5335

16
2016
Shaping Couzin-Like Torus Swarms through Coordinated Mediation

Shin-Young Jung , Daniel S. Brown , Michael A. Goodrich
systems, man and cybernetics 1834 -1839

11
2013
Exact and Heuristic Algorithms for Risk‐Aware Stochastic Physical Search

Daniel S. Brown , Jeffrey Hudack , Nathaniel Gemelli , Bikramjit Banerjee
computational intelligence 33 ( 3) 524 -553

2
2017
Human-swarm interactions based on managing attractors

Daniel S. Brown , Sean C. Kerman , Michael A. Goodrich
human-robot interaction 90 -97

25
2014
k-Agent Sufficiency for Multiagent Stochastic Physical Search Problems

Daniel S. Brown , Steven Loscalzo , Nathaniel Gemelli
algorithmic decision theory 171 -186

3
2015
Balancing Human and Inter-Agent Influences for Shared Control of Bio-Inspired Collectives

Daniel S. Brown , Shin-Young Jung , Michael A. Goodrich
systems, man and cybernetics 4123 -4128

5
2014
Discovery and Exploration of Novel Swarm Behaviors given Limited Robot Capabilities

Daniel S. Brown , Ryan Turner , Oliver Hennigh , Steven Loscalzo

30
2016
Toward Scalable Human Interaction with Bio-Inspired Robot Teams

Daniel S. Brown
✋🐜 Brigham Young University

2
2013
Safe Imitation Learning via Fast Bayesian Reward Inference from Preferences

Scott Niekum , Ravi Srinivasan , Daniel Brown , Russell Coleman
international conference on machine learning 1 1165 -1177

70
2020
Nansen/Boomvang Field Development--Commissioning/Operations

Daniel Brown , Dennis Potts
Offshore Technology Conference

2002
Multiobjective Optimization for the Stochastic Physical Search Problem

Jeffrey Hudack , Nathaniel Gemelli , Daniel Brown , Steven Loscalzo
international conference industrial, engineering & other applications applied intelligent systems 212 -221

3
2015
Supporting human interaction with robust robot swarms

Sean Kerman , Daniel Brown , Michael A. Goodrich
2012 5th International Symposium on Resilient Control Systems 197 -202

22
2012
Monte carlo augmented actor-critic for sparse reward deep reinforcement learning from suboptimal demonstrations

Albert Wilcox , Ashwin Balakrishna , Jules Dedieu , Wyame Benslimane
Advances in Neural Information Processing Systems 35 2254 -2267

2022
Unbiased Efficient Feature Counts for Inverse RL

Gerard Donahue , Brendan Crowe , Marek Petrik , Daniel Brown

Efficient probabilistic performance bounds for inverse reinforcement learning

Daniel Brown , Scott Niekum
Proceedings of the AAAI Conference on Artificial Intelligence 32 ( 1)

49
2018
4
2011