Awesome Reinforcement Learning
๐
Papers
๐งญ
Topics
๐ฅ
Trending
๐บ๏ธ
Map
๐
Leaderboards
๐
Learn
๐ค
Ask AI
โฏ
More
๐ฅ
Authors
๐
Reading Packs
๐
Datasets
๐ ๏ธ
Tools
๐ฐ
News
๐
Blogs
โ๏ธ
Newsletter
๐ฏ
Research Radar
๐
Saved
+ Add Paper
โพ
โ
โ authors
ยท
overview
Loading authorโฆ
๐ค
Ask AI
Stefano V. Albrecht โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Stefano V. Albrecht
44
papers ยท
399
citations ยท
21
h-index
Nanyang Technological University ยท Google DeepMind (United Kingdom)
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
2019 ยท 125 citations
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks
2020 ยท 55 citations
Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning
2020 ยท 22 citations
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing
2021 ยท 18 citations
Agent Modelling under Partial Observability for Deep Reinforcement Learning
2020 ยท 13 citations
Scalable Multi-Agent Reinforcement Learning for Warehouse Logistics with Robotic and Human Co-Workers
2022 ยท 9 citations
Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration
2021 ยท 5 citations
Revisiting the Gumbel-Softmax in MADDPG
2023 ยท 5 citations
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
2023 ยท 5 citations
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning
2020 ยท 4 citations
Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning
2022 ยท 4 citations
A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning
2022 ยท 4 citations
HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation
2025 ยท 3 citations
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning
2022 ยท 3 citations
Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning
2021 ยท 2 citations
Top co-authors
Filippos Christianos
ยท 12
Lukas Sch\"afer
ยท 9
Arrasy Rahman
ยท 7
Georgios Papoudakis
ยท 7
Trevor McInroe
ยท 6
Mhairi Dunion
ยท 5
Ignacio Carlucho
ยท 4
Josiah P. Hanna
ยท 4
Elliot Fosong
ยท 3
Samuel Garcin
ยท 3
Shangmin Guo
ยท 3
Amos Storkey
ยท 2
Topics
Multi-Agent
Meta-RL
Model-Based RL
Value-Based
Exploration
Policy Gradient
Offline RL
Game AI
Safe RL
RLHF & Alignment