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Andrew Critch

6 papers · 2018–2022 · 3 venues · across top CS/AI venues

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Achievements

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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
πŸ“ˆ Trend Setter

Venues

NeurIPS (4) ICLR (1) ICML (1)

Top co-authors

Rohin Shah (2) Stuart J. Russell (2) Stuart Russell (2) Vincent Conitzer (1) Michael Dennis (1) Alexandre Bayen (1) Caspar Oesterheld (1) Sergey Levine (1) Natasha Jaques (1) Dan Hendrycks (1)

Research topics

Artificial Intelligence (5) Machine Learning (4) Core AI (4) Learning Types (3) Reinforcement Learning (2) Methods (2) Applications (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) imitation learning (1) benchmark suite (1) game theory (1) curriculum learning (1) sequential decision making (1) adversarial training (1) ai safety (1) behavior cloning (1) markov decision process (1) nash equilibrium (1) multi-agent learning (1) sequential decision (1) distribution shift (1) optimal policy (1) language model (1) utility function (1) average reward (1) human value (1) zero-shot transfer (1)

Papers

For Learning in Symmetric Teams, Local Optima are Global Nash Equilibria ICML 2022 Aligning AI With Shared Human Values ICLR 2021 Optimal Policies Tend To Seek Power NeurIPS 2021 Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design NeurIPS 2020 The MAGICAL Benchmark for Robust Imitation NeurIPS 2020 Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making NeurIPS 2018