Sandy Huang
8 papers · 2017–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (7)
🌈
Renaissance Researcher
(6)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🧬
Topic Evolution
📈
Trend Setter
🚀
Conference Pioneer
🔥
Unstoppable
(5)
Conferences
CORL (2)
NIPS (2)
CLEAR (1)
ICLR (1)
ICML (1)
RSS (1)
Top co-authors
Keywords
inverse reinforcement learning
(3)
imitation learning
(2)
reinforcement learning
(1)
approximate inference
(1)
policy optimization
(1)
preference learning
(1)
policy learning
(1)
distributional reinforcement learning
(1)
human-robot interaction
(1)
reinforcement learning from human feedback
(1)
constraint satisfaction
(1)
reward function
(1)
robot behavior
(1)
lagrangian relaxation
(1)
multi-objective optimization
(1)
information gain
(1)
language model
(1)
reward shaping
(1)
behavioral cloning
(1)
robotics task
(1)
Papers
Imitating Language via Scalable Inverse Reinforcement Learning
NIPS 2024
Replay across Experiments: A Natural Extension of Off-Policy RL
ICLR 2024
Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning
CORL 2024
Coherent Soft Imitation Learning
NIPS 2023
Learning Causal Overhypotheses through Exploration in Children and Computational Models
CLEAR 2022
A Constrained Multi-Objective Reinforcement Learning Framework
CORL 2021
A distributional view on multi-objective policy optimization
ICML 2020
Enabling Robots to Communicate Their Objectives
RSS 2017