Iain Dunning
Riverkeeper(US)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Optimization Algorithms Research, Advanced Multi-Objective Optimization Algorithms, Risk and Portfolio Optimization, Advanced Bandit Algorithms Research
Most-Cited Works
- → Human-level performance in 3D multiplayer games with population-based reinforcement learning(2019)669 cited
- → IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures(2018)611 cited
- → Computing in Operations Research Using Julia(2015)331 cited
- → Population Based Training of Neural Networks(2017)249 cited
- → The Hanabi challenge: A new frontier for AI research(2019)233 cited
- → What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and QUBO(2018)129 cited
- → Multistage Robust Mixed-Integer Optimization with Adaptive Partitions(2016)116 cited
- → Reformulation versus cutting-planes for robust optimization(2015)98 cited
- → Inequity aversion improves cooperation in intertemporal social dilemmas(2018)76 cited
- → Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning(2018)49 cited