Baller2vecplusplus Alternatives

baller2vecplusplus reviews and mentions

• DeepVoxels: Learning Persistent 3D Feature Embeddings
  3 projects | /r/LearningMachines | 27 Jul 2023

  This paper is near and dear to my heart because I saw the presentation at the first and only machine learning conference I've ever attended (thanks a lot, ICML, NeurIPS (x2), and ICLR!). It's a neural rendering approach that precedes NeRF, but you can see some similarities (even more so in the follow-up paper about "Scene Representation Networks"). Sitzmann and co-authors also published a paper about using sinusoidal activations in implicit representation models at NeurIPS 2020, the same conference where the "Fourier Features" paper (which has many of the same authors as the NeRF paper) was also presented. It's always interesting to me to see how ideas in science often pop-up at the same time from different researchers (e.g., attention).

• "Multi-Agent Reinforcement Learning is a Sequence Modeling Problem", Wen et al 2022 (Decision Transformer for MARL: interleave agent choices)
  1 project | /r/reinforcementlearning | 1 Jun 2022

  Another prior art from /r/ML discussion: "baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated Agents", Alcorn & Nguyen 2021 (what a name).

• [R] Multi-Agent Reinforcement Learning can now be solved by the Transformer!
  1 project | /r/MachineLearning | 1 Jun 2022

  Congratulations on the paper! Could you consider citing baller2vec++ as relevant prior work? baller2vec++ exploits a chain rule decomposition of the joint distribution (instead of policy) of simultaneous agent behaviors to better model multi-agent systems, and similarly uses an autoregressive Transformer over the agents to accomplish this task.

• [D] The reviews and my rebuttals for my rejected ICML and NeurIPS submissions
  2 projects | /r/MachineLearning | 6 Dec 2021

  To increase transparency about the review process, and in the hopes that it might help others shape their papers/rebuttals, I'm sharing the reviews and my rebuttals for my ICML submission of baller2vec, my NeurIPS submission of baller2vec, and my NeurIPS submission of baller2vec++, each of which was rejected.

• [R] baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated Agents
  1 project | /r/MachineLearning | 27 Apr 2021

  Code for the paper can be found here.

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