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Xinyang Geng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xinyang Geng
17
papers ·
492
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Automatic Goal Generation for Reinforcement Learning Agents
2017 · 147 citations
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
2020 · 30 citations
Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling
2020 · 18 citations
Deep Reinforcement Learning for Tensegrity Robot Locomotion
2016 · 11 citations
Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning
2023 · 4 citations
Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery
2019 · 3 citations
Offline Q-Learning on Diverse Multi-Task Data Both Scales And Generalizes
2022 · 3 citations
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
2024 · 3 citations
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
2024 · 2 citations
Top co-authors
Sergey Levine
· 6
Aviral Kumar
· 4
Amrith Setlur
· 2
Pieter Abbeel
· 2
Rishabh Agarwal
· 2
Adam Fisch
· 1
Alekh Agarwal
· 1
Benjamin Eysenbach
· 1
Chelsea Finn
· 1
Chirag Nagpal
· 1
George Tucker
· 1
Jacob Eisenstein
· 1
Topics
Model-Based RL
Exploration
Offline RL
Meta-RL
Value-Based
Policy Gradient
Multi-Agent
RLHF & Alignment
Safe RL
Game AI