Guy Lever
12 papers · 2008–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π Conference Polyglot (6)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
π§¬
Topic Evolution
π
Keyword Champion
(2)
π
Century Club
(12)
π
Trend Setter
π
Conference Pioneer
Conferences
ICLR (4)
AISTATS (3)
NIPS (2)
CORL (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
kernel methods
(2)
cluster structure
(2)
semi-supervised learning
(2)
markov decision process
(2)
policy optimization
(1)
transductive learning
(1)
multi-agent reinforcement learning
(1)
gradient-based optimization
(1)
online learning
(1)
graph structure
(1)
agent communication
(1)
graph prediction
(1)
natural gradient
(1)
graph-based learning
(1)
policy search
(1)
reproducing kernel hilbert space
(1)
online prediction
(1)
graph theory
(1)
large diameter graphs
(1)
representation learning
(1)
Papers
Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning
CORL 2024
Replay across Experiments: A Natural Extension of Off-Policy RL
ICLR 2024
Generative Adversarial Equilibrium Solvers
ICLR 2024
A Generalized Training Approach for Multiagent Learning
ICLR 2020
Emergent Coordination Through Competition
ICLR 2019
Biases for Emergent Communication in Multi-agent Reinforcement Learning
NIPS 2019
Approximate Newton Methods for Policy Search in Markov Decision Processes
JMLR 2016
Modelling Policies in MDPs in Reproducing Kernel Hilbert Space
AISTATS 2015
Deterministic Policy Gradient Algorithms
ICML 2014
Data dependent kernels in nearly-linear time
AISTATS 2012
Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction
AISTATS 2010
Online Prediction on Large Diameter Graphs
NIPS 2008