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Siddarth Singh
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 7
Top Topics
Cooperative
Tcp Ip
Sequential Monte Carlo
Learning Agent
Top Venues
CoRR
NeurIPS
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Publications
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Matthew V. Macfarlane
,
Edan Toledo
,
Donal Byrne
,
Siddarth Singh
,
Paul Duckworth
,
Alexandre Laterre
SMX: Sequential Monte Carlo Planning for Expert Iteration.
CoRR
(2024)
Siddarth Singh
,
Benjamin Rosman
The challenge of redundancy on multi-agent value factorisation.
CoRR
(2023)
Wiem Khlifi
,
Siddarth Singh
,
Omayma Mahjoub
,
Ruan de Kock
,
Abidine Vall
,
Rihab Gorsane
,
Arnu Pretorius
On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL.
CoRR
(2023)
Siddarth Singh
,
Omayma Mahjoub
,
Ruan de Kock
,
Wiem Khlifi
,
Abidine Vall
,
Kale-ab Tessera
,
Arnu Pretorius
How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning.
CoRR
(2023)
Omayma Mahjoub
,
Ruan de Kock
,
Siddarth Singh
,
Wiem Khlifi
,
Abidine Vall
,
Kale-ab Tessera
,
Arnu Pretorius
Efficiently Quantifying Individual Agent Importance in Cooperative MARL.
CoRR
(2023)
Rihab Gorsane
,
Omayma Mahjoub
,
Ruan de Kock
,
Roland Dubb
,
Siddarth Singh
,
Arnu Pretorius
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL.
CoRR
(2022)
Rihab Gorsane
,
Omayma Mahjoub
,
Ruan de Kock
,
Roland Dubb
,
Siddarth Singh
,
Arnu Pretorius
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL.
NeurIPS
(2022)