pith. sign in

Arnu Pretorius

Identifiers

  • name variant Arnu Pretorius 0.60 · backfill

Papers (32)

  1. Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation cs.LG · 2026 · author #16
  2. Multi-Agent Reinforcement Learning with Selective State-Space Models cs.LG · 2024 · author #8
  3. Sable: a Performant, Efficient and Scalable Sequence Model for MARL cs.LG · 2024 · author #11
  4. Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning cs.LG · 2024 · author #5
  5. Generative Model for Small Molecules with Latent Space RL Fine-Tuning to Protein Targets q-bio.BM · 2024 · author #6
  6. Coordination Failure in Cooperative Offline MARL cs.LG · 2024 · author #5
  7. Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation cs.LG · 2024 · author #5
  8. A Geospatial Approach to Predicting Desert Locust Breeding Grounds in Africa cs.LG · 2024 · author #4
  9. On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL cs.AI · 2023 · author #7
  10. Efficiently Quantifying Individual Agent Importance in Cooperative MARL cs.AI · 2023 · author #7
  11. How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning cs.AI · 2023 · author #7
  12. Generalisable Agents for Neural Network Optimisation cs.LG · 2023 · author #8
  13. Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs cs.CL · 2023 · author #5
  14. Combinatorial Optimization with Policy Adaptation using Latent Space Search cs.LG · 2023 · author #5
  15. Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX cs.LG · 2023 · author #23
  16. Selective Reincarnation: Offline-to-Online Multi-Agent Reinforcement Learning cs.AI · 2023 · author #5
  17. Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning cs.LG · 2023 · author #4
  18. Towards a Standardised Performance Evaluation Protocol for Cooperative MARL cs.LG · 2022 · author #6
  19. Universally Expressive Communication in Multi-Agent Reinforcement Learning cs.MA · 2022 · author #3
  20. Causal Multi-Agent Reinforcement Learning: Review and Open Problems cs.LG · 2021 · author #3
  21. On pseudo-absence generation and machine learning for locust breeding ground prediction in Africa cs.LG · 2021 · author #7
  22. Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel cs.CL · 2021 · author #4
  23. Robust and Scalable SDE Learning: A Functional Perspective stat.ML · 2021 · author #3
  24. Mava: a research library for distributed multi-agent reinforcement learning in JAX cs.LG · 2021 · author #8
  25. A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning cs.LG · 2020 · author #1
  26. On Optimal Transformer Depth for Low-Resource Language Translation cs.CL · 2020 · author #2
  27. Stabilising priors for robust Bayesian deep learning cs.LG · 2019 · author #2
  28. If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks stat.ML · 2019 · author #1
  29. On the expected behaviour of noise regularised deep neural networks as Gaussian processes cs.LG · 2019 · author #1
  30. Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks cs.CL · 2019 · author #6
  31. Critical initialisation for deep signal propagation in noisy rectifier neural networks stat.ML · 2018 · author #1
  32. Learning Dynamics of Linear Denoising Autoencoders stat.ML · 2018 · author #1

Mentions

  • 2410.01706 #11 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2406.09068 #5 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2304.00977 #5 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2410.19382 #8 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2409.12001 #5 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2407.13780 #6 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2311.17371 #5 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2407.01343 #5 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2311.13569 #5 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2311.18598 #8 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2403.06860 #4 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2306.09884 #23 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2312.08466 #7 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2312.08463 #7 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2107.01460 #8 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2312.08468 #7 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2302.00521 #4 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2111.02827 #4 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2206.06758 #3 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2209.10485 #6 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2111.03904 #7 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2111.06721 #3 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2110.05167 #3 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2010.07777 #1 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 1910.05563 #1 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 2004.04418 #2 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 1910.05725 #1 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 1910.10386 #2 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 1904.07556 #6 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 1811.00293 #1 · arxiv_oai · confidence 0.70 Arnu Pretorius
  • 1806.05413 #1 · arxiv_oai · confidence 0.70 Arnu Pretorius

Frequent Coauthors