ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy | Paper Citation Record

Observation e3052aea-30c8-4319-b6b0-26d7461f2cad · outbound

This paper cites Trust Region Policy Optimization.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Trust Region Policy Optimization

Reference 1

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

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

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Observation 737e21f0-dc9a-4a05-8ffb-369bf2b87791 · outbound

This paper cites Soft Adaptive Policy Optimization.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Soft Adaptive Policy Optimization

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This paper cites Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Reference 4

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Observation d6b1045a-4fbf-4446-937c-26eb9d5d696f · outbound

This paper cites Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR

Reference 5

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Unresolved cited work

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Unresolved cited work

Reference 7

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Observation 41de0120-ff82-421f-8cb5-7a89f7d4653a · outbound

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Unresolved cited work

Reference 8

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy 2025 , eprint=

Reference 9

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Observation 1e43b077-4e75-4865-9294-ec36dcf53544 · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 10

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Observation de7998a5-366e-478b-842e-3e61672b6024 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Measuring Mathematical Problem Solving With the MATH Dataset

Reference 11

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Observation b11d8f47-e326-4edd-afa1-2dbc28b1b72d · outbound

This paper cites arXiv preprint arXiv:2512.00499 , year=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy arXiv preprint arXiv:2512.00499 , year=

Reference 12

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Observation 678d2cd0-e4e9-4bd3-8b66-73ad7b8bb7ad · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 13

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Observation 4e61ab1e-c568-4a6d-9cbf-62b4391d7674 · outbound

This paper cites VinePPO: Refining Credit Assignment in RL Training of LLMs.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy VinePPO: Refining Credit Assignment in RL Training of LLMs

Reference 14

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Observation aab26ffb-5446-4974-920c-0f907189a081 · outbound

This paper cites The Curious Case of Neural Text Degeneration.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy The Curious Case of Neural Text Degeneration

Reference 15

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Observation 7a04e0bd-647d-47c6-9af7-af3ae83c004d · outbound

This paper cites Breaking the Softmax Bottleneck: A High-Rank RNN Language Model.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Breaking the Softmax Bottleneck: A High-Rank RNN Language Model

Reference 16

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Observation e7d16614-bf15-4e42-886f-c89b57f4f571 · outbound

This paper cites How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings

Reference 17

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Observation cae054db-03a2-4552-9a83-beed53d4c70f · outbound

This paper cites arXiv preprint arXiv:2508.03772 , year=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy arXiv preprint arXiv:2508.03772 , year=

Reference 18

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Observation ea6e9c6f-dfb7-43da-a2cf-eb2c5fa6dfeb · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 19

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Observation 26ffa2b8-ba11-4ddb-abd5-3d29f82196aa · outbound

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

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning , journal =

Reference 20

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Observation 7146b0e1-3ab0-42c0-96df-eb6cbff48f31 · outbound

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Unresolved cited work

Reference 21

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Observation 222d8d89-46cd-4e62-9fa2-d7b13393daa0 · outbound

This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 22

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 23

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Observation 375c0cfb-aa83-4821-aa2c-029937ed8b36 · outbound

This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 24

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 25

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Observation b2f9c852-e189-4737-8824-7b68a37fa9f5 · outbound

This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 26

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 27

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Observation 5eaea446-5a00-49b0-a45f-397042a2293f · outbound

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Group Sequence Policy Optimization , journal =

Reference 28

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 29

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 30

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Observation a04275be-bbd1-4ce3-99ac-aff0f9b32438 · outbound

This paper cites The Surprising Effectiveness of Negative Reinforcement in.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy The Surprising Effectiveness of Negative Reinforcement in

Reference 31

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Observation cc950ee1-3c0d-4136-b533-2236d70fc596 · outbound

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy 2025 , eprint=

Reference 32

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy 2025 , eprint=

Reference 33

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This paper cites 2025 , eprint=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy 2025 , eprint=

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

Reference 35

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

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This paper cites CoRR , volume =.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy CoRR , volume =

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy EuroSys , pages =

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Unresolved cited work

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Unresolved cited work

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Unresolved cited work

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy NeurIPS Datasets and Benchmarks , year =

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Bowman , title =

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code , booktitle =

Reference 48

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 49

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Evaluating Large Language Models Trained on Code

Reference 50

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy GPT-4 Technical Report

Reference 51

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 52

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy ORPO: Monolithic Preference Optimization without Reference Model

Reference 53

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Reference 54

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Gemma: Open Models Based on Gemini Research and Technology

Reference 55

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Mistral 7B

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 57

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Yi: Open Foundation Models by 01.AI

Reference 58

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This paper cites Code Llama: Open Foundation Models for Code.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Code Llama: Open Foundation Models for Code

Reference 59

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Observation bbee1ddd-f728-437b-b356-eaf20d3e6718 · outbound

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Proximal Policy Optimization Algorithms

Reference 60

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ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 61

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Observation 9d4adb8b-5686-4258-94e5-667ad64b4065 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Advances in Neural Information Processing Systems , volume=

Reference 62

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Observation 47741ddd-2dfb-4650-91be-2f6fe70dd2f9 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Advances in Neural Information Processing Systems , volume=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

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Unavailable: canonical work link unavailable.

Observation f1460f2a-aeee-4764-90c4-0617bbf30f06 · outbound

This paper cites The Llama 3 Herd of Models.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy The Llama 3 Herd of Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71610023-6284-43ba-b148-7a8f9110418d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Training Verifiers to Solve Math Word Problems

Reference 65

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63488fb-5771-4dac-9475-d9994d1aaaaf · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Advances in Neural Information Processing Systems , volume=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e8bc7a-5eba-4e50-a3b7-20421d5bdd65 · outbound

This paper cites A General Theoretical Paradigm to Understand Learning from Human Preferences.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy A General Theoretical Paradigm to Understand Learning from Human Preferences

Reference 67

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1847f053-70c2-4582-8f94-d80693041965 · outbound

This paper cites KTO: Model Alignment as Prospect Theoretic Optimization.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy KTO: Model Alignment as Prospect Theoretic Optimization

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb0a7af7-e5b4-443f-8cb8-ee74261f805f · outbound

This paper cites Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems

Reference 69

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acb144af-b2d6-4fe3-b2a2-19e4510fc399 · outbound

This paper cites Let's Verify Step by Step.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy Let's Verify Step by Step

Reference 70

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0cc37f-5245-4527-85db-be47bd744205 · outbound

This paper cites arXiv preprint arXiv:2512.21625 , year=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy arXiv preprint arXiv:2512.21625 , year=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e3c6695-b408-4083-a1cc-6c9803c17d38 · outbound

This paper cites HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a46d29-782d-4768-adcb-ac5f2e2847ee · outbound

This paper cites International Conference on Machine Learning (ICML) , pages=.

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy International Conference on Machine Learning (ICML) , pages=

Reference 73

Resolution: unresolved; no resolver link, observed 2026-07-12T04:43:45.592808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Outbound references

Pith citing papers