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Filippos Christianos — most-cited papers & profile · Large Language Models
← authors
·
overview
Filippos Christianos
17
papers ·
262
citations ·
11
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
2019 · 125 citations
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks
2020 · 55 citations
Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning
2020 · 22 citations
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing
2021 · 18 citations
Agent Modelling under Partial Observability for Deep Reinforcement Learning
2020 · 13 citations
Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration
2021 · 5 citations
Revisiting the Gumbel-Softmax in MADDPG
2023 · 5 citations
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning
2020 · 4 citations
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning
2020 · 4 citations
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning
2022 · 3 citations
Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning
2022 · 2 citations
Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning
2022 · 2 citations
SMAClite: A Lightweight Environment for Multi-Agent Reinforcement Learning
2023 · 2 citations
Deep Reinforcement Learning for Multi-Agent Interaction
2022 · 1 citations
Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks
2023 · 1 citations
Topics
Multi-Agent
Policy Gradient
Meta-RL
Value-Based
Exploration
Model-Based RL
Game AI
cs.LG
cs.MA
RLHF & Alignment