Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:49:53.446298Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2508.20818.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:49:53.446298Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8bce8743-5f04-42db-95b9-04588e09b9ee · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Curriculum learning
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8321533-fd03-4df0-bfb9-33e9d65ff7d5 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Geometric and Physical Quantities Improve E(3) Equivariant Message Passing
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1b6fea4-b81a-4619-b744-8028bc3b6d95 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending OpenAI Gym
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17a2bfc7-54a6-4f7d-8697-430d7a63705b · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Robust multi-agent reinforcement learning via adversarial regularization: Theoretical foundation and stable algorithms
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d0c64a76-72e8-42d2-9637-a02c9982c1e7 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending ${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cde270a0-30ce-48f5-bd85-386f816d068b · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Multi-agent deep reinforcement learning for large-scale traffic signal control
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2186f324-68e7-4659-8cf1-578be6099af8 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Prompt to transfer: Sim-to-real transfer for traffic signal control with prompt learning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6553f578-418f-4acb-ae10-16c3f6421f03 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60369e7c-564e-4c20-a86c-55061c991f64 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Goal-gan: Multimodal trajectory prediction based on goal position estimation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7ed375d2-6ef5-4d1c-862b-681b0035100f · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending A Survey on In-context Learning
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b9f8659-1f60-4612-b8e0-513f6409bdb5 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending J., Li, J., Paduraru, C., Gowal, S., and Hester, T
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5595a402-99e8-4094-aff1-a33f843483ac · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Self-paced context evaluation for contextual reinforcement learning
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2a3aefb0-cce6-4477-a7fc-9a7d8c9b3151 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending On the convergence theory of debiased model-agnostic meta-reinforcement learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ef87b529-fde0-446c-8bff-6dcc433dfdb5 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Model-agnostic meta-learning for fast adaptation of deep networks
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b739b558-5062-441c-970d-846fe12274eb · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Automatic goal generation for reinforcement learning agents
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3c292955-ea99-439a-95b3-0c2b5149435a · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Contextual Markov Decision Processes
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation deaa23e6-2cb5-4d47-91b8-93bfde568955 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Meta-Learning in Games
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e638e57e-0d6b-4ec6-8cba-91cb9e690c44 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Robust Multi-Agent Reinforcement Learning with State Uncertainty
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5bf4872-b2a7-40e8-901e-7c00e8d39c39 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4442ed75-4efe-4671-b296-3905f42d162b · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Prioritized level replay
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f55d1d7c-b757-41a1-a332-1b7e6b8bef4e · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17769e9d-0829-451a-b62b-d15618f65e22 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending R., and Pajarinen, J
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 99e073d4-6fd6-4048-9da1-a10a19d9218d · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Google research football: A novel reinforcement learning environment
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66e4915a-862f-4ff8-8f9d-ed3f2dbf24f5 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending H., Gonzalez, J
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33a56a9d-64a9-4cd5-b44b-ec8be114c5e8 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Awq: Activation-aware weight quantization for on-device llm compression and acceleration
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8e08bafc-809b-487c-aea5-ab698128cc62 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Multi-agent deep reinforcement learning for multi-echelon inventory management
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4fe8a5e0-4b85-4b5c-a89d-ebfe4e2debf0 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Eureka: Human-Level Reward Design via Coding Large Language Models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 243501db-e2fb-448f-b141-5eda65845c25 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending DrEureka: Language Model Guided Sim-To-Real Transfer
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6373eaf7-8f25-4928-b12f-5d97e4d0ec8d · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Multi-agent meta-reinforcement learning: Sharper convergence rates with task similarity
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3860828f-80fe-4207-b27e-97445fec5a25 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 52cb87fa-97b4-4512-9f42-003ae8575670 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending PEnGUiN: Partially Equivariant Graph NeUral Networks for Sample Efficient MARL
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2d0752e8-3812-416a-b471-c9b6b9b226a4 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending A., and Mowbray, M
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d25d5f15-0119-478e-9497-d3d7867b3d65 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending On First-Order Meta-Learning Algorithms
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d76f10dd-64d4-4753-840b-ba8f3717fa7f · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14d1d631-e50b-4d31-9bb5-c5de9b3f33db · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Evolving Curricula with Regret-Based Environment Design
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ece27638-2542-4c76-a893-c7c036d872ca · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Teacher algorithms for curriculum learning of deep rl in continuously parameterized environments
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3c993876-5d60-4289-a74a-7c76678fc352 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending The StarCraft Multi-Agent Challenge
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbc954b2-fbe0-449b-9b59-5a4f01043f38 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2e950c51-3702-42c3-bd11-c43feb13a3a4 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending G., Hoogeboom, E., and Welling, M
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1d333b3d-90ef-4217-b17d-bc03d7ab2cf3 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Learn to follow: Decentralized lifelong multi-agent pathfinding via planning and learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 69b1c2fc-6cc0-4e9c-bf22-60873c0177cd · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending H., Wu, J., Washington, C., Sadler, B
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2a600fc5-1a07-4ffc-a446-80978cd35340 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8cc58f3-6e8b-40f2-9741-7afde705b34e · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Qwen2.5: A party of foundation models, September 2024
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8f0b07b-b38b-4243-9aa6-93ece1282d61 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Domain randomization for transferring deep neural networks from simulation to the real world
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1a04ae97-f2a5-4ed5-a414-3e4d61a59840 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Adapting deep visuomotor representations with weak pairwise constraints
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0120d4fc-5953-418c-8add-10e5d4b5cb3a · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Presslight: Learning max pressure control to coordinate traffic signals in arterial network
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6c76b24-d557-4085-af4a-03cc43905d94 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Colight: Learning network-level cooperation for traffic signal control
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 59ab2662-e97a-4f3a-be63-78dfe53d29c0 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending H., Peng, H., and Zhang, S
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7594c0cf-4664-46fe-b3ed-bbe6443f7bd1 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d242e2c-5998-4a57-bbba-cb96f7fa8058 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 29b6a978-c4e8-4209-a457-3a69175d1852 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Webshop: Towards scalable real-world web interaction with grounded language agents
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 53c43ccb-bf17-41f5-9be0-bc94893204e4 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending The surprising effectiveness of ppo in cooperative multi-agent games
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0527413-2068-46f6-847a-58ab26c5a296 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9690a80-875f-460a-b9b6-f89d8d81074e · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Cityflow: A multi-agent reinforcement learning environment for large scale city traffic scenario
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fbc0c12f-0092-48db-84ac-524b0e2b01ca · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Robust multi-agent reinforcement learning with model uncertainty
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7955efdf-ec44-40fa-914e-0058d2a25487 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending No-regret learning in time-varying zero-sum games
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2761b115-2637-4c60-9cae-c93b17fedbc7 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Learning meta representations for agents in multi-agent reinforcement learning
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9455f57b-0e5d-48fe-b1f0-654d389f2d71 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Met-mapf: A metamorphic testing approach for multi-agent path finding algorithms
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a3522728-cdb9-4801-b7fa-c7da52b77948 · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending P., and Westerlund, T
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b34fbfef-bfd4-465c-9c65-413ffe6c4bdd · outbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending write newline
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.