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Alex Lamb — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alex Lamb
11
papers ·
65
citations ·
22
h-index
Microsoft Research (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning
2022 · 4 citations
Towards Principled Representation Learning From Videos For Reinforcement Learning
2024 · 1 citations
Representation Learning in Deep RL via Discrete Information Bottleneck
2022 · 1 citations
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers
2020
Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information
2022
Towards Data-Driven Offline Simulations for Online Reinforcement Learning
2022
Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs
2024
Top co-authors
Riashat Islam
· 4
Anirudh Goyal
· 3
Dipendra Misra
· 3
Hongyu Zang
· 3
John Langford
· 3
Aniket Didolkar
· 2
Manan Tomar
· 2
Remi Tachet Des Combes
· 2
Xin Li
· 2
Yonathan Efroni
· 2
Yoshua Bengio
· 2
Agnieszka S{\l}owik
· 1
Topics
Model-Based RL
Safe RL
Meta-RL
Offline RL
Exploration
cs.CV
stat.ML
Policy Gradient
Value-Based
Multi-Agent