Wonjoon Goo

3 papers · 2019–2021 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CoRL (2) ICML (1)

Top co-authors

Scott Niekum (3) Prabhat Nagarajan (1) Daniel S. Brown (1) Daniel Brown (1)

Research topics

Reinforcement Learning (3) Artificial Intelligence (2) Machine Learning (2) Learning Paradigms (2) Learning Types (2) Methods (2) Applications (1)

Keywords

reward extrapolation (2) inverse reinforcement learning (2) imitation learning (2) function approximation (1) preference learning (1) reward function (1) reward learning (1) actor-critic algorithm (1) behavioral cloning (1) trajectory ranking (1) d4rl benchmark (1) deep reinforcement learning (1) demonstration ranking (1) policy evaluation (1) offline reinforcement learning (1)

Papers

You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL CoRL 2021 Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations CoRL 2019 Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019