Benjamin Ellis
Benjamin Ellis
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Smacv2: An improved benchmark for cooperative multi-agent reinforcement learning
B Ellis, J Cook, S Moalla, M Samvelyan, M Sun, A Mahajan, J Foerster, ...
Advances in Neural Information Processing Systems 36, 2024
Lift: Reinforcement learning in computer systems by learning from demonstrations
M Schaarschmidt, A Kuhnle, B Ellis, K Fricke, F Gessert, E Yoneki
arXiv preprint arXiv:1808.07903, 2018
Generalization in cooperative multi-agent systems
A Mahajan, M Samvelyan, T Gupta, B Ellis, M Sun, T Rocktäschel, ...
arXiv preprint arXiv:2202.00104, 2022
Jaxmarl: Multi-agent rl environments in jax
A Rutherford, B Ellis, M Gallici, J Cook, A Lupu, G Ingvarsson, T Willi, ...
arXiv preprint arXiv:2311.10090, 2023
Policy-guided diffusion
MT Jackson, MT Matthews, C Lu, B Ellis, S Whiteson, J Foerster
arXiv preprint arXiv:2404.06356, 2024
Trust-region-free policy optimization for stochastic policies
M Sun, B Ellis, A Mahajan, S Devlin, K Hofmann, S Whiteson
arXiv preprint arXiv:2302.07985, 2023
Adaptive stream processing with deep reinforcement learning
B Ellis
Technical Report, 2018
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
M Matthews, M Beukman, B Ellis, M Samvelyan, M Jackson, S Coward, ...
arXiv preprint arXiv:2402.16801, 2024
Investigating Ratio Clipping in Multi-agent Reinforcement Learning
B Ellis, M Sun, S Whiteson
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