Guy Lever
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Machine Learning and Algorithms, Advanced Bandit Algorithms Research, Sports Analytics and Performance, Evolutionary Game Theory and Cooperation
Most-Cited Works
- Deterministic policy gradient algorithms(2014)
- → Human-level performance in 3D multiplayer games with population-based reinforcement learning(2019)669 cited
- → Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward(2018)488 cited
- → Learning agile soccer skills for a bipedal robot with deep reinforcement learning(2024)139 cited
- Conditional mean embeddings as regressors(2012)
- → From motor control to team play in simulated humanoid football(2022)77 cited
- → Tighter PAC-Bayes bounds through distribution-dependent priors(2012)75 cited
- Modelling transition dynamics in MDPs with RKHS embeddings(2012)
- → Emergent Coordination Through Competition(2019)56 cited
- Predicting the Labelling of a Graph via Minimum $p$-Seminorm Interpolation.(2009)