Symmetries-enhanced Multi-Agent Reinforcement Learning | Paper Citation Record

Observation a6fe053d-554d-4a05-8432-bd464644fa02 · outbound

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Symmetries-enhanced Multi-Agent Reinforcement Learning Unresolved cited work

Reference 1

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Observation 3f500042-28c4-42fa-a231-f67a78eb376c · outbound

This paper cites On learning symmetric locomotion.

Symmetries-enhanced Multi-Agent Reinforcement Learning On learning symmetric locomotion

Reference 2

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Observation d2af41f2-d3b6-4784-83fb-8b54e5bb1b10 · outbound

This paper cites Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case.

Symmetries-enhanced Multi-Agent Reinforcement Learning Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case

Reference 3

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Observation fb5fa430-529b-43a1-b20c-d48a8fea2a55 · outbound

This paper cites Decentralized Control of Quadrotor Swarms with End-to-end Deep Reinforcement Learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Decentralized Control of Quadrotor Swarms with End-to-end Deep Reinforcement Learning

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:02.423371Z

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Observation c1cd5ee8-1831-4150-b3c8-69ff23845afc · outbound

This paper cites an unresolved cited work.

Symmetries-enhanced Multi-Agent Reinforcement Learning Unresolved cited work

Reference 5

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Observation 3e2e5a21-50fb-4f5b-857c-c593174c5863 · outbound

This paper cites Deep coordination graphs.

Symmetries-enhanced Multi-Agent Reinforcement Learning Deep coordination graphs

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:03.032158Z

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Observation a7e9fa89-3ea4-48d8-9857-f4495ad2a21f · outbound

This paper cites ${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning ${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning

Reference 7

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Observation 1deec965-7da3-4d7f-a213-2b31dffc5a0a · outbound

This paper cites Communication-efficient actor-critic methods for homogeneous markov games.

Symmetries-enhanced Multi-Agent Reinforcement Learning Communication-efficient actor-critic methods for homogeneous markov games

Reference 8

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Observation b950f9b9-6553-498b-9abd-73fd34a9a015 · outbound

This paper cites Subequivariant graph reinforcement learning in 3 D environments.

Symmetries-enhanced Multi-Agent Reinforcement Learning Subequivariant graph reinforcement learning in 3 D environments

Reference 9

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Observation 90ddf8b9-d9f7-475c-b8ad-c08143bd9216 · outbound

This paper cites Training deep convolutional neural networks to play go.

Symmetries-enhanced Multi-Agent Reinforcement Learning Training deep convolutional neural networks to play go

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.985835Z

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Observation 1bb88f0f-0b42-42a4-8c2b-7a83ec940350 · outbound

This paper cites Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs.

Symmetries-enhanced Multi-Agent Reinforcement Learning Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs

Reference 11

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Observation cda90d06-4d4f-42ab-a833-22a4b6873445 · outbound

This paper cites Automatic symmetry discovery with lie algebra convolutional network.

Symmetries-enhanced Multi-Agent Reinforcement Learning Automatic symmetry discovery with lie algebra convolutional network

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.971281Z

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Observation 6731e956-6916-4e51-8ce6-40370fe5b823 · outbound

This paper cites an unresolved cited work.

Symmetries-enhanced Multi-Agent Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:47:02.955552Z

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Observation 36804cf1-b72e-46b1-be94-517981475227 · outbound

This paper cites Generalizing convolutional neural networks for equivariance to lie groups on arbitrary continuous data.

Symmetries-enhanced Multi-Agent Reinforcement Learning Generalizing convolutional neural networks for equivariance to lie groups on arbitrary continuous data

Reference 14

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Observation c6c784bb-1fac-46ef-b898-5808c3a9a6cc · outbound

This paper cites System identification of the crazyflie 2.0 nano quadrocopter.

Symmetries-enhanced Multi-Agent Reinforcement Learning System identification of the crazyflie 2.0 nano quadrocopter

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.930192Z

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Observation 681e92b8-67aa-4443-9398-0e5d830b99e2 · outbound

This paper cites Fuchs, Daniel E.

Symmetries-enhanced Multi-Agent Reinforcement Learning Fuchs, Daniel E

Reference 16

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Observation f0690e37-131b-49e6-86fa-1d2de5ddd7b1 · outbound

This paper cites Notes on group actions manifolds, lie groups and lie algebras.

Symmetries-enhanced Multi-Agent Reinforcement Learning Notes on group actions manifolds, lie groups and lie algebras

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.905360Z

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Observation d8035478-6118-4916-b576-f8d28bc41713 · outbound

This paper cites Grizzle and S.

Symmetries-enhanced Multi-Agent Reinforcement Learning Grizzle and S

Reference 18

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Observation 8180b495-e8a2-490b-ad3c-fd918dbcdeb5 · outbound

This paper cites Exploiting different symmetries for trajectory tracking control with application to quadrotors*.

Symmetries-enhanced Multi-Agent Reinforcement Learning Exploiting different symmetries for trajectory tracking control with application to quadrotors*

Reference 19

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Observation dcdf4986-7eb5-45b9-8919-10a4bda06c00 · outbound

This paper cites Boosting multiagent reinforcement learning via permutation invariant and permutation equivariant networks.

Symmetries-enhanced Multi-Agent Reinforcement Learning Boosting multiagent reinforcement learning via permutation invariant and permutation equivariant networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.891462Z

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Observation e0029e6c-ea18-4fb0-aa52-870436eb0674 · outbound

This paper cites Gauge equivariant transformer.

Symmetries-enhanced Multi-Agent Reinforcement Learning Gauge equivariant transformer

Reference 21

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Observation f809b943-f323-445c-b6da-071e233d7097 · outbound

This paper cites O ther-play.

Symmetries-enhanced Multi-Agent Reinforcement Learning O ther-play

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.862899Z

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Observation c25730f7-b3ac-40de-a4c8-ccb8f21b44a6 · outbound

This paper cites Edge grasp network: A graph-based se(3)-invariant approach to grasp detection.

Symmetries-enhanced Multi-Agent Reinforcement Learning Edge grasp network: A graph-based se(3)-invariant approach to grasp detection

Reference 23

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Observation 9d1126e6-1e1f-43c3-9171-6d647d314d7e · outbound

This paper cites Noack, Gang Hu, Shugao Liu, Yuchen Xu, and Huanhui Cao.

Symmetries-enhanced Multi-Agent Reinforcement Learning Noack, Gang Hu, Shugao Liu, Yuchen Xu, and Huanhui Cao

Reference 24

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Observation e4c89630-73e5-49c7-ba32-44947b34e997 · outbound

This paper cites QuadSwarm: A Modular Multi-Quadrotor Simulator for Deep Reinforcement Learning with Direct Thrust Control.

Symmetries-enhanced Multi-Agent Reinforcement Learning QuadSwarm: A Modular Multi-Quadrotor Simulator for Deep Reinforcement Learning with Direct Thrust Control

Reference 25

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Observation 14f454fc-d024-4e1a-b4bd-08a4ee81b6ea · outbound

This paper cites Graph Convolutional Reinforcement Learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Graph Convolutional Reinforcement Learning

Reference 26

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Observation ba3c98f6-9c58-403c-98b5-1cc391ec477e · outbound

This paper cites Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels.

Symmetries-enhanced Multi-Agent Reinforcement Learning Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:00.881006Z

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Observation aaa1f63d-7b67-4762-a838-8c6c93849ba6 · outbound

This paper cites Reinforcement learning with augmented data.

Symmetries-enhanced Multi-Agent Reinforcement Learning Reinforcement learning with augmented data

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.848588Z

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Observation 720fbd4f-632a-4681-ad80-d02ddb9bc20e · outbound

This paper cites HGAP : Boosting permutation invariant and permutation equivariant in multi-agent reinforcement learning via graph attention network.

Symmetries-enhanced Multi-Agent Reinforcement Learning HGAP : Boosting permutation invariant and permutation equivariant in multi-agent reinforcement learning via graph attention network

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.833089Z

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Observation 381f3c56-86fd-409a-b024-23dffad83766 · outbound

This paper cites Invariant transform experience replay: Data augmentation for deep reinforcement learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Invariant transform experience replay: Data augmentation for deep reinforcement learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:00.895707Z

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Observation 8e5ed8a9-15dc-4dcf-8901-fabadd3bc2e6 · outbound

This paper cites PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning

Reference 31

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T22:47:01.983691Z

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Observation 9d169899-ff26-4300-a04b-92aa4dff065f · outbound

This paper cites Enabling equivariance for arbitrary Lie groups.

Symmetries-enhanced Multi-Agent Reinforcement Learning Enabling equivariance for arbitrary Lie groups

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.962191Z

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Observation e76b6e35-4077-4c43-9ec2-8786af2e6200 · outbound

This paper cites Equivariant Filter Design for Kinematic Systems on Lie Groups.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant Filter Design for Kinematic Systems on Lie Groups

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.940231Z

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Observation 78dd37ba-776f-4add-868b-a320a59e6338 · outbound

This paper cites Observers for kinematic systems with symmetry.

Symmetries-enhanced Multi-Agent Reinforcement Learning Observers for kinematic systems with symmetry

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-10T22:47:01.918565Z

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Observation 43cadcc2-80c3-4bba-8da2-bdc053a6213f · outbound

This paper cites Equivariant Systems Theory and Observer Design.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant Systems Theory and Observer Design

Reference 36

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Observation dbdb8a70-e613-45ed-bd03-78aa365072b2 · outbound

This paper cites Exploiting symmetry for discrete-time reachability computations.

Symmetries-enhanced Multi-Agent Reinforcement Learning Exploiting symmetry for discrete-time reachability computations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:00.929960Z

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Observation 389edd83-a4e4-4ed8-9940-d09ec7cd26a8 · outbound

This paper cites Symmetry reduction for dynamic programming.

Symmetries-enhanced Multi-Agent Reinforcement Learning Symmetry reduction for dynamic programming

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.720902Z

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Observation cbdd8b6e-8e88-458b-baa5-8bc5c0ba0abc · outbound

This paper cites Goal-conditioned Batch Reinforcement Learning for Rotation Invariant Locomotion.

Symmetries-enhanced Multi-Agent Reinforcement Learning Goal-conditioned Batch Reinforcement Learning for Rotation Invariant Locomotion

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.700841Z

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Observation a43bbc73-10b0-4d48-afaf-00791437763e · outbound

This paper cites Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance.

Symmetries-enhanced Multi-Agent Reinforcement Learning Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:00.944360Z

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Observation 0813b301-ce0e-4da6-bbd5-36d0f5bbafc6 · outbound

This paper cites Lie group decompositions for equivariant neural networks.

Symmetries-enhanced Multi-Agent Reinforcement Learning Lie group decompositions for equivariant neural networks

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.818464Z

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Observation 11cd4f33-5dda-4dc8-b7f3-8389c49399cb · outbound

This paper cites Group Equivariant Deep Reinforcement Learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Group Equivariant Deep Reinforcement Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:00.953164Z

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Observation a71f0164-f2b0-44f1-b28d-102df220f238 · outbound

This paper cites Attending to graph transformers, 2023.

Symmetries-enhanced Multi-Agent Reinforcement Learning Attending to graph transformers, 2023

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.803640Z

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Observation e1598ffa-dc63-44f1-908a-6ff9eb014120 · outbound

This paper cites Scalable multi-agent reinforcement learning through intelligent information aggregation.

Symmetries-enhanced Multi-Agent Reinforcement Learning Scalable multi-agent reinforcement learning through intelligent information aggregation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.789581Z

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Observation ebc44355-13a9-4b4d-81e1-bd67ad285d39 · outbound

This paper cites Policy gradient with value function approximation for collective multiagent planning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Policy gradient with value function approximation for collective multiagent planning

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.775985Z

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Observation a58fadcb-f0fe-4017-92a1-27616ba41a9a · outbound

This paper cites Equivariant reinforcement learning under partial observability.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant reinforcement learning under partial observability

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.761213Z

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Observation 1e896dc4-acf1-48b7-a141-63c9131bd88d · outbound

This paper cites On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis.

Symmetries-enhanced Multi-Agent Reinforcement Learning On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:00.974732Z

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Observation 2dc82a33-5bb7-473a-a653-da8a6dffc119 · outbound

This paper cites Schoellig.

Symmetries-enhanced Multi-Agent Reinforcement Learning Schoellig

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:00.978871Z

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Observation 4e1ca54e-6275-45af-a990-aa17e93018cd · outbound

This paper cites Improving equivariant model training via constraint relaxation.

Symmetries-enhanced Multi-Agent Reinforcement Learning Improving equivariant model training via constraint relaxation

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.746173Z

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Observation a57f7547-9dfa-4bc4-babc-c17a996258dc · outbound

This paper cites Sukhatme, and Vladlen Koltun.

Symmetries-enhanced Multi-Agent Reinforcement Learning Sukhatme, and Vladlen Koltun

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.731187Z

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Observation e2797219-443a-4d32-a01b-4b91987f93ea · outbound

This paper cites Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.555451Z

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Observation 02d4141c-1552-4b07-841c-4d478be03109 · outbound

This paper cites an unresolved cited work.

Symmetries-enhanced Multi-Agent Reinforcement Learning Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:47:02.717530Z

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Observation fab8329b-4ddd-4de4-a232-c049a09e8c5e · outbound

This paper cites E(n) equivariant graph neural networks.

Symmetries-enhanced Multi-Agent Reinforcement Learning E(n) equivariant graph neural networks

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.703772Z

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Observation 2dd23877-dadb-465a-87f4-6cfacf2bedc5 · outbound

This paper cites Equivariant message passing for the prediction of tensorial properties and molecular spectra.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant message passing for the prediction of tensorial properties and molecular spectra

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.689487Z

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Observation 294efe6e-2fee-42b8-b025-346d7c817b77 · outbound

This paper cites Symmetry-Aware Actor-Critic for 3D Molecular Design.

Symmetries-enhanced Multi-Agent Reinforcement Learning Symmetry-Aware Actor-Critic for 3D Molecular Design

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.513209Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4751ab17-3333-4718-a536-e057d53820a7 · outbound

This paper cites So(2)-equivariant downwash models for close proximity flight.

Symmetries-enhanced Multi-Agent Reinforcement Learning So(2)-equivariant downwash models for close proximity flight

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:01.018150Z

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Observation 60d34a64-2e1e-4381-bdbb-98744ed66cad · outbound

This paper cites Exploiting Symmetry in Dynamics for Model-Based Reinforcement Learning with Asymmetric Rewards.

Symmetries-enhanced Multi-Agent Reinforcement Learning Exploiting Symmetry in Dynamics for Model-Based Reinforcement Learning with Asymmetric Rewards

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.405735Z

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Observation 1a6bd442-0692-44fd-b84e-9fd46dbab04f · outbound

This paper cites Leveraging Symmetry in RL-based Legged Locomotion Control.

Symmetries-enhanced Multi-Agent Reinforcement Learning Leveraging Symmetry in RL-based Legged Locomotion Control

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.382893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 840d98a1-a8be-4155-b8cd-96c7b3d75cd3 · outbound

This paper cites Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds.

Symmetries-enhanced Multi-Agent Reinforcement Learning Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds

Reference 59

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Observation 7a695fa7-575d-412f-9bf0-413b282fe47a · outbound

This paper cites Graph neural networks for multi-robot active information acquisition.

Symmetries-enhanced Multi-Agent Reinforcement Learning Graph neural networks for multi-robot active information acquisition

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.674401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 72839b2a-0ada-4228-8d02-44a3dc35c6d6 · outbound

This paper cites Coordinated deep reinforcement learners for traffic light control.

Symmetries-enhanced Multi-Agent Reinforcement Learning Coordinated deep reinforcement learners for traffic light control

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.658604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8385171-4d59-4bcb-887c-ae69557a2cb0 · outbound

This paper cites Plannable Approximations to MDP Homomorphisms: Equivariance under Actions.

Symmetries-enhanced Multi-Agent Reinforcement Learning Plannable Approximations to MDP Homomorphisms: Equivariance under Actions

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:01.046793Z

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Observation 9b132096-df71-4149-9a9e-4e01a0a709ad · outbound

This paper cites Mdp homomorphic networks: Group symmetries in reinforcement learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Mdp homomorphic networks: Group symmetries in reinforcement learning

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.643668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a785f71c-2e34-4d5e-90e5-ca2b1d84c0dc · outbound

This paper cites Multi-Agent MDP Homomorphic Networks.

Symmetries-enhanced Multi-Agent Reinforcement Learning Multi-Agent MDP Homomorphic Networks

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:01.055688Z

Source-reported events for the cited work

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Observation 11adef32-6afb-43bf-ac60-7a0f9eb2254e · outbound

This paper cites Policy learning in SE(3) action spaces.

Symmetries-enhanced Multi-Agent Reinforcement Learning Policy learning in SE(3) action spaces

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:47:01.314436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7cb23789-487a-4d31-ac6e-4985164f37f8 · outbound

This paper cites Equivariant q learning in spatial action spaces.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant q learning in spatial action spaces

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.629243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 959171c6-b748-480c-bedd-625569602936 · outbound

This paper cites Wong, Robin Walters, and Robert Platt.

Symmetries-enhanced Multi-Agent Reinforcement Learning Wong, Robin Walters, and Robert Platt

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.614211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d4893557-fd1d-4bc9-a81d-c924285b2cb8 · outbound

This paper cites Koopman q-learning: Offline reinforcement learning via symmetries of dynamics.

Symmetries-enhanced Multi-Agent Reinforcement Learning Koopman q-learning: Offline reinforcement learning via symmetries of dynamics

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.599326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7185de4f-aa8d-45c7-adb3-dee2bd7e76c8 · outbound

This paper cites Mean field multi-agent reinforcement learning.

Symmetries-enhanced Multi-Agent Reinforcement Learning Mean field multi-agent reinforcement learning

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.584952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2a50f385-d7be-4ece-a899-a496f9853c94 · outbound

This paper cites Equivariant reinforcement learning for quadrotor uav.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant reinforcement learning for quadrotor uav

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.569089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf0f64b6-a921-48bd-86c4-4e3ffdff583c · outbound

This paper cites Equivariant reinforcement learning for quadrotor uav.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant reinforcement learning for quadrotor uav

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:01.088037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 013b7b8c-8d46-4d88-9f92-d770cc42dafe · outbound

This paper cites Equivariant reinforcement learning for quadrotor uav.

Symmetries-enhanced Multi-Agent Reinforcement Learning Equivariant reinforcement learning for quadrotor uav

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.555390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9062f354-fb0a-47ef-8e1f-fb70263d627c · outbound

This paper cites The surprising effectiveness of PPO in cooperative multi-agent games.

Symmetries-enhanced Multi-Agent Reinforcement Learning The surprising effectiveness of PPO in cooperative multi-agent games

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.539865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eb59130a-8b75-4c2d-91cd-06a1f6c1857b · outbound

This paper cites an unresolved cited work.

Symmetries-enhanced Multi-Agent Reinforcement Learning Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:47:02.523553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 239cd46a-5fca-4ca0-abc9-1ed83c4f8f75 · outbound

This paper cites Sample Efficient Grasp Learning Using Equivariant Models.

Symmetries-enhanced Multi-Agent Reinforcement Learning Sample Efficient Grasp Learning Using Equivariant Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:01.112363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70b6f87e-fdea-4826-9407-dd8e6111636c · outbound

This paper cites Zinkevich and Tucker R.

Symmetries-enhanced Multi-Agent Reinforcement Learning Zinkevich and Tucker R

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:47:02.508730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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