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Conference and Workshop Papers
- 2024
[c3]Clément Bonnet, Daniel Luo, Donal Byrne, Shikha Surana, Sasha Abramowitz, Paul Duckworth, Vincent Coyette, Laurence Illing Midgley, Elshadai Tegegn, Tristan Kalloniatis, Omayma Mahjoub, Matthew Macfarlane, Andries P. Smit, Nathan Grinsztajn, Raphaël Boige, Cemlyn N. Waters, Mohamed A. Mimouni, Ulrich A. Mbou Sob, Ruan de Kock, Siddarth Singh, Daniel Furelos-Blanco, Victor Le, Arnu Pretorius, Alexandre Laterre:
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX. ICLR 2024- 2023
- [c2]Siddarth Shandeep Singh, Benjamin Rosman:
The Challenge of Redundancy on Multi-agent Value Factorisation. AAMAS 2023: 2436-2438 - 2022
- [c1]Rihab Gorsane, Omayma Mahjoub, Ruan de Kock, Roland Dubb, Siddarth Singh, Arnu Pretorius:
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL. NeurIPS 2022
Informal and Other Publications
- 2024
- [i6]Matthew V. Macfarlane, Edan Toledo, Donal Byrne, Siddarth Singh, Paul Duckworth, Alexandre Laterre:
SMX: Sequential Monte Carlo Planning for Expert Iteration. CoRR abs/2402.07963 (2024) - 2023
- [i5]Siddarth Singh, Benjamin Rosman:
The challenge of redundancy on multi-agent value factorisation. CoRR abs/2304.00009 (2023) - [i4]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 abs/2312.08463 (2023) - [i3]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 abs/2312.08466 (2023) - [i2]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 abs/2312.08468 (2023) - 2022
- [i1]Rihab Gorsane, Omayma Mahjoub, Ruan de Kock, Roland Dubb, Siddarth Singh, Arnu Pretorius:
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL. CoRR abs/2209.10485 (2022)
Coauthor Index
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