Wojciech M. Czarnecki
8 papers · 2017–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Reinforcement Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Methods
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
knowledge distillation
(3)
reinforcement learning
(2)
deep reinforcement learning
(2)
policy distillation
(2)
zero-sum game
(2)
multi-agent system
(2)
game theory
(2)
transfer learning
(2)
gradient-based optimization
(1)
attention mechanism
(1)
knowledge transfer
(1)
policy learning
(1)
nash equilibrium
(1)
value function
(1)
kl regularization
(1)
robust learning
(1)
entropy regularization
(1)
algorithm discovery
(1)
gating mechanism
(1)
shared policy
(1)
Papers
Discovering Reinforcement Learning Algorithms
NeurIPS 2020
Multiplicative Interactions and Where to Find Them
ICLR 2020
Real World Games Look Like Spinning Tops
NeurIPS 2020
Smooth markets: A basic mechanism for organizing gradient-based learners
ICLR 2020
Distilling Policy Distillation
AISTATS 2019
Information asymmetry in KL-regularized RL
ICLR 2019
Distral: Robust multitask reinforcement learning
NeurIPS 2017
Sobolev Training for Neural Networks
NeurIPS 2017