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Sid Kaushik

2 papers · 2020–2021 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2)

Top co-authors

Michael Chang (2) Tom Griffiths (2) Sergey Levine (2) S. Matthew Weinberg (1)

Research topics

Artificial Intelligence (2) Core AI (2) Machine Learning (1) Reinforcement Learning (1) Learning Paradigms (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

credit assignment (2) transfer learning (2) policy gradient (1) mechanism design (1) nash equilibrium (1) temporal difference (1) decentralized reinforcement learning (1) modular credit assignment (1) algorithmic independence (1) multi-agent system (1) reinforcement learning (1) modular reinforcement learning (1) sample efficiency (1)

Papers

Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021 Decentralized Reinforcement Learning: Global Decision-Making via Local Economic Transactions ICML 2020