Learning Stateful Predictive Knowledge From Experience | Paper Citation Record

Observation 3f2736c6-4958-4cdd-b05b-264f9a3b6a7f · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 1

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Observation a5ab1e50-37c3-48a4-bf93-f40e719d2381 · outbound

This paper cites an unresolved cited work.

Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 2

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Observation fc734d8a-a46d-4e7e-a7d3-e31f0bad4aac · outbound

This paper cites an unresolved cited work.

Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 3

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Observation e71243fa-0072-4849-ac38-a5f4615f9f12 · outbound

This paper cites an unresolved cited work.

Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 4

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Observation 70ab5d96-1a97-435e-b784-712f4818b7f5 · outbound

This paper cites an unresolved cited work.

Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 5

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Observation 74cd7637-1876-4d50-843b-9a5b5596f8fd · outbound

This paper cites D Localized parallel simulation in SKL-RL In the context of SKL-RL, the localized parallel simulation mechanism acts as an online, text-based look-ahead tree exploration.

Learning Stateful Predictive Knowledge From Experience D Localized parallel simulation in SKL-RL In the context of SKL-RL, the localized parallel simulation mechanism acts as an online, text-based look-ahead tree exploration

Reference 6

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Observation ae3f63a7-bea6-4711-9bfc-0ae799ab3845 · outbound

This paper cites The simulator’s state is checkpointed or saved at this exact position, acting as the root node for the simulations.

Learning Stateful Predictive Knowledge From Experience The simulator’s state is checkpointed or saved at this exact position, acting as the root node for the simulations

Reference 7

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Observation 6b99a015-e7b9-46b3-83ca-92d27ff4e7c6 · outbound

This paper cites an unresolved cited work.

Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 8

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Observation 92e147d2-3824-4e36-b014-4c87b68ed8db · outbound

This paper cites , H, every branch rolls out independently.

Learning Stateful Predictive Knowledge From Experience , H, every branch rolls out independently

Reference 9

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Observation 0a86c555-16c1-45fa-8611-699c620b4f23 · outbound

This paper cites A concrete example is also provided in Figure 8.

Learning Stateful Predictive Knowledge From Experience A concrete example is also provided in Figure 8

Reference 10

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Observation 3edb5c97-63f4-4c45-aa72-47fa1c6b3518 · outbound

This paper cites an unresolved cited work.

Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 11

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Observation 7a221bc9-7410-4964-9073-4de77d6addc3 · outbound

This paper cites • Directly click "Buy Now" if the product matches all specified criteria, without additional checks for availability.

Learning Stateful Predictive Knowledge From Experience • Directly click "Buy Now" if the product matches all specified criteria, without additional checks for availability

Reference 12

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Observation 90f417ab-a4b0-4afe-9315-fcdd94a415fb · outbound

This paper cites Buy Now" button is performed directly on the detailed product page with all filters correctly applied. • Click the.

Learning Stateful Predictive Knowledge From Experience Buy Now" button is performed directly on the detailed product page with all filters correctly applied. • Click the

Reference 13

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Observation 4d673aeb-2027-40b9-b032-685e01eb9af2 · outbound

This paper cites • Double-check that the product’s details, especially dimensions (size: 120x60cm) and color (white), and price (≤$70.00) match the criteria.

Learning Stateful Predictive Knowledge From Experience • Double-check that the product’s details, especially dimensions (size: 120x60cm) and color (white), and price (≤$70.00) match the criteria

Reference 14

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Observation f2dc5d34-e67c-4528-8d96-656f33c3486a · outbound

This paper cites Steps for Implementation:.

Learning Stateful Predictive Knowledge From Experience Steps for Implementation:

Reference 15

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Observation aadc33fc-9dc7-4587-a066-6c6fda2783d6 · outbound

This paper cites [State Knowledge for Browsing] State Understanding:.

Learning Stateful Predictive Knowledge From Experience [State Knowledge for Browsing] State Understanding:

Reference 16

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Observation be30f818-21c7-48d0-8732-d038a897a1a3 · outbound

This paper cites Color: ..., 2.

Learning Stateful Predictive Knowledge From Experience Color: ..., 2

Reference 17

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Observation e4f1ccad-7d5b-49ef-9f95-14994e2025eb · outbound

This paper cites • Verify that images and descriptions explicitly confirm the exact details being used (white color, 120x60cm size, etc).

Learning Stateful Predictive Knowledge From Experience • Verify that images and descriptions explicitly confirm the exact details being used (white color, 120x60cm size, etc)

Reference 18

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Observation 5f6bf802-2ba9-4ad6-a59c-3b486f13f65e · outbound

This paper cites an unresolved cited work.

Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 19

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Observation a135403a-beae-4057-be3b-9ff192644024 · outbound

This paper cites • Double-check that the product details on the page reflect the correct options and attributes (white, 120x60cm, non-slip).

Learning Stateful Predictive Knowledge From Experience • Double-check that the product details on the page reflect the correct options and attributes (white, 120x60cm, non-slip)

Reference 20

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Observation bc447ed8-9f11-4fe3-ba75-01497831502f · outbound

This paper cites white",.

Learning Stateful Predictive Knowledge From Experience white",

Reference 21

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Observation 3063b69a-6f75-4388-9943-9375c81bac9c · outbound

This paper cites (Misidentified the piece).

Learning Stateful Predictive Knowledge From Experience (Misidentified the piece)

Reference 22

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Observation 65e6c6c0-98ca-43bb-89c3-812d28b48fec · outbound

This paper cites (Misidentified the piece).

Learning Stateful Predictive Knowledge From Experience (Misidentified the piece)

Reference 23

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Observation 6c9c5aa9-b7d9-4c9e-8e1e-1434c61b60dd · outbound

This paper cites (Wrong justification) Now let’sevaluate each move: (Completely wrong) 1.Qxc8: If this move is played, Black will respond with Rxa8.

Learning Stateful Predictive Knowledge From Experience (Wrong justification) Now let’sevaluate each move: (Completely wrong) 1.Qxc8: If this move is played, Black will respond with Rxa8

Reference 24

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Observation 9aa96c5b-bdd9-4c8c-8cd3-20656921a479 · outbound

This paper cites Likely response: Black must recapture with Rxc8 (the rook from f8 goes to c8).

Learning Stateful Predictive Knowledge From Experience Likely response: Black must recapture with Rxc8 (the rook from f8 goes to c8)

Reference 25

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Observation 3caac686-0e9f-4d3d-a63f-b14c6f9f8c67 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 26

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Observation b8611944-c79a-403a-9499-d5e8708d4f45 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 27

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Observation 12f58bfa-9eaa-450a-9202-71d409392da5 · outbound

This paper cites [Assistant]:.

Learning Stateful Predictive Knowledge From Experience [Assistant]:

Reference 28

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Observation baae8231-cd55-457b-8221-4ff2ec292428 · outbound

This paper cites #Q: How to move ? Q: What is understanding of state: 𝑠!Updated Stateful Knowledge 𝒛#𝒔𝒕)Q: How to move ?Finalized Move: 𝑎.

Learning Stateful Predictive Knowledge From Experience #Q: How to move ? Q: What is understanding of state: 𝑠!Updated Stateful Knowledge 𝒛#𝒔𝒕)Q: How to move ?Finalized Move: 𝑎

Reference 29

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Observation 8725fbf9-b213-42bd-8a7d-2cda549e2f4e · outbound

This paper cites White has a pawn (P) on the 8th rank (White’s king-side), and Black has a pawn on the 7th rank (Black’s king-side).

Learning Stateful Predictive Knowledge From Experience White has a pawn (P) on the 8th rank (White’s king-side), and Black has a pawn on the 7th rank (Black’s king-side)

Reference 30

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Observation 2fe42f49-2570-4eca-b720-c6de6e00560b · outbound

This paper cites The knight moves Ne7 and Nb5 in Traj 1 and 2 suggest support for the king-side pawns and maintaining control over key squares.

Learning Stateful Predictive Knowledge From Experience The knight moves Ne7 and Nb5 in Traj 1 and 2 suggest support for the king-side pawns and maintaining control over key squares

Reference 31

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Observation f771f70a-027d-46f3-ba93-c00c84d28b72 · outbound

This paper cites White has a king and a rook, while Black has a king and a rook.

Learning Stateful Predictive Knowledge From Experience White has a king and a rook, while Black has a king and a rook

Reference 32

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Observation 6bdd1183-09a0-43da-b9af-c4a7ecaa8972 · outbound

This paper cites Both sides have active pieces, and the game is likely to continue with tactical exchanges and positional maneuvers.

Learning Stateful Predictive Knowledge From Experience Both sides have active pieces, and the game is likely to continue with tactical exchanges and positional maneuvers

Reference 33

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Observation dcfcfb6c-01bd-4225-a74b-1f5d506beb81 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 34

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Observation 9d198b11-339f-4b96-83e2-1c1fee72c877 · outbound

This paper cites (correctly sumarize the key benefits).

Learning Stateful Predictive Knowledge From Experience (correctly sumarize the key benefits)

Reference 35

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Observation 58bc5512-151f-4a3a-b4ce-c56b8f0bf5c3 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 36

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Observation fb9f69dc-eba9-438f-8c85-770de66949e0 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 37

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Observation e29b4681-aa09-4ec0-9e0f-0728e84209c6 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 38

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Observation 92930556-83cb-44b3-92ea-6cd99bbe5c26 · outbound

This paper cites Given this updated understanding, the position is a strong position for White, and the move Qd8 was the best move in the simulation history, leading to a win.

Learning Stateful Predictive Knowledge From Experience Given this updated understanding, the position is a strong position for White, and the move Qd8 was the best move in the simulation history, leading to a win

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:48.934115Z

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Observation f91a7d31-039b-4e96-9782-278c50d46a9c · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 40

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Observation 6767bf0d-feb9-46ec-956a-5e9b6869b10e · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 41

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Observation ae42d9ea-13bd-4dae-b461-e7e35a4e2844 · outbound

This paper cites The black king is still a threat, and the board is less controlled by the white queen.

Learning Stateful Predictive Knowledge From Experience The black king is still a threat, and the board is less controlled by the white queen

Reference 42

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Observation 5ad81a21-9bbc-443f-89ea-3ac0f01ec393 · outbound

This paper cites evaluation form.

Learning Stateful Predictive Knowledge From Experience evaluation form

Reference 43

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Observation eeb53f85-186f-40c5-b51d-45fa77308b72 · outbound

This paper cites 26 Learning Stateful Predictive Knowledge From Experience.

Learning Stateful Predictive Knowledge From Experience 26 Learning Stateful Predictive Knowledge From Experience

Reference 44

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Observation 52e9a0d2-461b-4ca5-a4f6-dfe90affd6a4 · outbound

This paper cites Black has a king and a rook.

Learning Stateful Predictive Knowledge From Experience Black has a king and a rook

Reference 45

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Observation 1745d13c-1f32-4731-ba51-94200251e1d4 · outbound

This paper cites - Black’s rook is on the 7th rank, which is a weak position.

Learning Stateful Predictive Knowledge From Experience - Black’s rook is on the 7th rank, which is a weak position

Reference 46

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Observation 652b5573-ded4-4edb-98d1-c62c661c5c24 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 47

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Observation 633b4899-e7a4-4a7a-9fd3-7df8aa448382 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 48

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Observation e10b33d9-5245-4437-b226-8925618c9ab4 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 49

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Observation f4452112-709f-41c1-ad66-0554bd1e3c5d · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 50

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Observation 464d0966-f788-42cb-b8c9-43f9ff1b781c · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 51

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Observation d4152d19-0209-47cf-b6aa-b44e203394af · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 52

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Observation afcea4d1-8742-4fff-8694-222041cbcb22 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 53

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Observation 18040b81-638d-4a67-8342-5da44b9a9d84 · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 54

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Observation 91d4a5f0-8856-4791-a8e9-b089a963318f · outbound

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Learning Stateful Predictive Knowledge From Experience Unresolved cited work

Reference 55

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Observation ff710f39-b9ce-42aa-a225-3137153cc710 · outbound

This paper cites Reasoning: - Rd8: This move is the most direct and immediate checkmate threat.

Learning Stateful Predictive Knowledge From Experience Reasoning: - **Rd8**: This move is the most direct and immediate checkmate threat

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:50.998684Z

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Observation 6f469b9d-a923-47c6-9cd1-0a8d67a6f446 · outbound

This paper cites It resulted in a perfect game termination with a reward of 1.0.

Learning Stateful Predictive Knowledge From Experience It resulted in a perfect game termination with a reward of 1.0

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:51.104788Z

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Observation f14d3b67-4683-40d0-a76b-413524495552 · outbound

This paper cites Although it did not result in a game termination, it did not yield any positive reward.

Learning Stateful Predictive Knowledge From Experience Although it did not result in a game termination, it did not yield any positive reward

Reference 58

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Observation 734d16ed-b13d-4981-a851-2d8e232b167b · outbound

This paper cites However, we should not completely rule out the possibility that Qd6 could perform better in future game play.

Learning Stateful Predictive Knowledge From Experience However, we should not completely rule out the possibility that Qd6 could perform better in future game play

Reference 59

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