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Colin Bellinger — most-cited papers & profile · Reinforcement Learning
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Colin Bellinger
11
papers ·
8
citations ·
18
h-index
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Most-cited papers
ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry
2023 · 4 citations
Benchmarking Action Spaces in Reinforcement Learning for Vision-based Robotic Manipulation
2026
General and Efficient Visual Goal-Conditioned Reinforcement Learning using Object-Agnostic Masks
2025
Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning
2021
Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning
2023
Learning Visual Tracking and Reaching with Deep Reinforcement Learning on a UR10e Robotic Arm
2023
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
2024
Top co-authors
Isaac Tamblyn
· 3
Mark Crowley
· 3
Alireza Azimi
· 2
Gautham Vasan
· 2
Abhishek Naik
· 1
Amanuel Dawit
· 1
Andriy Drozdyuk
· 1
A. Rupam Mahmood
· 1
A. Rupam Mahmood
· 1
A. Rupam Mahmood
· 1
Cheryl Wang
· 1
Chris Beeler
· 1
Topics
Value-Based
Model-Based RL
Safe RL
Policy Gradient
Exploration
Meta-RL