Paper Citation Record · LEDGER

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 3 inbound Pith citation observations for arXiv:2505.17391.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.17391 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:53:20.422106Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:38:36.016920Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T12:24:39.589042Z

Reference resolution

54 of 54 outbound references displayed

verified exact1
verified fuzzy0
unresolved53
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 84580aae-49ab-4e5b-a947-a36f7b326f54 · outbound

This paper cites GPT-4 Technical Report.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:15.014802Z

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Observation b1223b34-7823-41f3-9505-7cec79c8b9c5 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:15.090620Z

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Observation e647cb5a-7a64-4daf-bc19-238d22fe4de5 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:15.172121Z

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Observation 26b516a2-3f6b-4222-9979-2b8b18aa55dc · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:15.253176Z

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Observation 2f53c2f6-65b9-409d-9c69-2929e91a1d3a · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 5

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Observation 8a01c430-ff6b-45bf-acb2-c3183f774fa7 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:53:24.413542Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 039e2d18-1788-4aa4-9d59-4e44b603995d · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:53:24.166387Z

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Observation abad9de6-3882-4b49-b5f0-0a9d21c71ad9 · outbound

This paper cites SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:15.758797Z

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Observation 295591a9-e185-4fcb-a654-41ee1d56cabb · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:15.856749Z

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Observation 377f636e-31ba-4bea-b552-724eefd9fc63 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:53:23.880441Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ac2fce8-de6e-45e0-aa61-f358510b6fb4 · outbound

This paper cites RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning

Reference 11

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Observation 0479f63e-9310-4086-b9f7-8a97add8c1ac · outbound

This paper cites Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling

Reference 12

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Observation 7a1fd43a-aebc-4bc6-a8a1-eca587d94a2c · outbound

This paper cites Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:16.343041Z

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Observation 6846f235-c473-4af6-a352-1509aebe99e4 · outbound

This paper cites Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:16.422285Z

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Observation bb714cf5-580a-441b-a1c5-61ec151efa15 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 15

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Observation 135b4c42-2b87-4f75-bd93-790c51a6da14 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 16

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Observation d6ec0ae4-69fc-4f73-82b3-45a5ce4624c4 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 17

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Observation 1a909371-337d-479f-bc02-2dcc140df3d2 · outbound

This paper cites GraphSnapShot: Caching Local Structure for Fast Graph Learning.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation GraphSnapShot: Caching Local Structure for Fast Graph Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:16.891893Z

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Observation 55e628ee-cdee-4d60-ad0f-da3aec743336 · outbound

This paper cites MT2ST: Adaptive Multi-Task to Single-Task Learning.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation MT2ST: Adaptive Multi-Task to Single-Task Learning

Reference 19

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Observation a4229d85-f16d-4e20-8480-db5eb1cdc559 · outbound

This paper cites RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization

Reference 20

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Observation 533c38c7-6d3b-46c3-9564-95402c1fc9c3 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 21

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Observation 2d613936-fc9a-410d-8334-e06e29eb841e · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Measuring and Narrowing the Compositionality Gap in Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:17.278436Z

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Observation 67a2c890-f157-47bd-ac7e-cc5c12c380fe · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 23

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Observation a1ecbf84-b1e2-4cb1-81b1-380c9026e927 · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 24

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Observation 19d9e024-5b70-459c-b633-df906e7f27db · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 25

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Observation 9c02533a-aa5b-4f7b-93b8-29465bc16538 · outbound

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 26

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Observation 18238a6f-699d-4013-90f6-bb9f89e00b9f · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 27

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Observation 321085c9-4f35-4d21-b713-e7e67745c6f4 · outbound

This paper cites ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding

Reference 28

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Observation c3e94cf6-26f0-4018-9b7a-e193db2db88c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation LLaMA: Open and Efficient Foundation Language Models

Reference 29

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 31

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Observation d8a35478-b016-4a68-bffc-6a9a2bed20a5 · outbound

This paper cites RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects

Reference 32

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 33

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Observation 47b15b4f-cd95-4ed2-b603-d83473942b8c · outbound

This paper cites Transactions of the Association for Computational Linguistics 10 (2022), 539–554.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Transactions of the Association for Computational Linguistics 10 (2022), 539–554

Reference 34

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 35

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Observation 09d6b472-a2af-41c6-8f5f-444661a4041e · outbound

This paper cites InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales

Reference 36

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Observation 59bca393-3aa6-4da8-a815-a57238679064 · outbound

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Reference 37

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Observation edf635c5-338a-4c6e-a34b-d64d52fdeecc · outbound

This paper cites MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models

Reference 38

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Observation fc66a19d-d994-4fd1-a13a-76c91ce23c71 · outbound

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Qwen3 Technical Report

Reference 39

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Observation 7e365823-f04e-4598-83f8-2022d759d626 · outbound

This paper cites Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 40

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Observation 7993c6d0-7706-4374-87a1-1ec31fa5a585 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 41

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Observation a9917a52-7009-40f8-bcc1-74544ed0b1f2 · outbound

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Reference 42

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Observation 4f8dcb8a-9872-4386-a866-3707322b1578 · outbound

This paper cites Supervising the search process produces reliable and generalizable information-seeking agents.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Supervising the search process produces reliable and generalizable information-seeking agents

Reference 43

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Observation add02dd8-6bea-44d8-8831-95acd5e49425 · outbound

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation SiReRAG: Indexing Similar and Related Information for Multihop Reasoning

Reference 44

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Reference 45

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Observation 4cf87c32-1641-4c6d-9c84-0255a143f85b · outbound

This paper cites Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning

Reference 46

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Reference 47

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Observation 5ebd14fa-6b07-49f2-93f3-889bef9dd74c · outbound

This paper cites an unresolved cited work.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Unresolved cited work

Reference 48

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering

Reference 49

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Automated Parking Trajectory Generation Using Deep Reinforcement Learning

Reference 50

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Observation 63bece88-7485-4821-a8f2-fd7e0a094ebe · outbound

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Reference 53

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Observation 6c8bab39-76e5-4e2c-894e-d32d60b776b5 · outbound

This paper cites Advances in neural information processing systems 33 (2020), 5776–5788.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Advances in neural information processing systems 33 (2020), 5776–5788

Reference 2020

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 2022

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Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Advances in APPFL: A Comprehensive and Extensible Federated Learning Framework

Reference 2024

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This paper cites Optimized Path Planning for Logistics Robots Using Ant Colony Algorithm under Multiple Constraints.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation Optimized Path Planning for Logistics Robots Using Ant Colony Algorithm under Multiple Constraints

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:20.358295Z

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Pith citing papers

Observation a8e4edd0-7322-4a71-aaed-5d0579545e48 · inbound

An Intelligent Fault Self-Healing Mechanism for Cloud AI Systems via Integration of Large Language Models and Deep Reinforcement Learning cites this paper.

An Intelligent Fault Self-Healing Mechanism for Cloud AI Systems via Integration of Large Language Models and Deep Reinforcement Learning Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation

Reference 30

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Observation 4a4d6b1b-9181-4a1b-968b-c05b004996ec · inbound

Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum cites this paper.

Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation

Reference 11

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Observation e81a4a00-2486-416b-8351-ec8c56bdf6fc · inbound

How Many Tools Should an LLM Agent See? A Chance-Corrected Answer cites this paper.

How Many Tools Should an LLM Agent See? A Chance-Corrected Answer Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation

Reference 12

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