Janusz Marecki
Reinforcement Learning · 2008–2017
A researcher in the Science corpus: 4 papers; trusts 3 researchers and is trusted by 10 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 16 citations into it; #1,259 of 2,242 by trust here, #906 by citations
- Management Science and Operations Research — 15 citations into it
- Game & Decision Theory — 9 citations into it; #127 of 249 by trust here, #58 by citations
- Sociology and Political Science — 9 citations into it
Whom Janusz Marecki trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Janusz Marecki overall
Papers from Janusz Marecki's perspective
Ordered by how strongly the researchers Janusz Marecki trusts endorse each paper. Same corpus, a different order for every researcher.
- Markov Games as a Framework for Multi-Agent Reinforcement Learning
- Human-level control through deep reinforcement learning
- Multiagent Reinforcement Learning: Theoretical Framework and an Algorithm
- Mastering the game of Go with deep neural networks and tree search
- Correlated Q-Learning
- Fast algorithms for finding randomized strategies in game trees
- Friend-or-Foe Q-learning in General-Sum Games
- A Neural Substrate of Prediction and Reward
- The evolution of cooperation
- If multi-agent learning is the answer, what is the question?
Their papers
- Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping (2009) — 76 citations
- Multi-agent Reinforcement Learning in Sequential Social Dilemmas (2017) — 712 citations
- Deployed ARMOR protection: the application of a game theoretic model for security at the Los Angeles International Airport (2008) — 434 citations
- Playing games for security: an efficient exact algorithm for solving Bayesian Stackelberg games (2008) — 516 citations