Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm | Paper Citation Record

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AI safety via debate cites this paper.

AI safety via debate Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 7

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Near-optimal Bayesian Solution For Unknown Discrete Markov Decision Process cites this paper.

Near-optimal Bayesian Solution For Unknown Discrete Markov Decision Process Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 24

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Inductive general game playing cites this paper.

Inductive general game playing Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 70

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On Multi-Agent Learning in Team Sports Games cites this paper.

On Multi-Agent Learning in Team Sports Games Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 14

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Growing Action Spaces cites this paper.

Growing Action Spaces Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 9

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General Board Game Playing for Education and Research in Generic AI Game Learning cites this paper.

General Board Game Playing for Education and Research in Generic AI Game Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2

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Solving Rubik's Cube with a Robot Hand cites this paper.

Solving Rubik's Cube with a Robot Hand Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 102

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Observation 0c02283a-22cb-4f6a-933e-a72bbff4bd6e · inbound

On the Measure of Intelligence cites this paper.

On the Measure of Intelligence Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 81

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Observation 8381a50b-b274-4684-9ff2-d1a1133fc4d7 · inbound

Generative Language Modeling for Automated Theorem Proving cites this paper.

Generative Language Modeling for Automated Theorem Proving Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 23

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Observation 73302cc3-b4e0-40d2-86f1-59127324da1f · inbound

Language Models (Mostly) Know What They Know cites this paper.

Language Models (Mostly) Know What They Know Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 208

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Observation 5b094429-2807-4abd-bfe9-6fa891c7c3ef · inbound

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling cites this paper.

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 171

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Observation 5d1d5c01-630d-491d-9367-0b0ca6d33ad0 · inbound

Reasoning with Language Model is Planning with World Model cites this paper.

Reasoning with Language Model is Planning with World Model Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 130

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Observation bc59fdd5-f186-4d79-8d15-01b35dd647b3 · inbound

Reinforcement Learning with Foundation Priors: Let the Embodied Agent Efficiently Learn on Its Own cites this paper.

Reinforcement Learning with Foundation Priors: Let the Embodied Agent Efficiently Learn on Its Own Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 10

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Observation 82bf8c01-107d-4a33-bae1-912a5bf63842 · inbound

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models cites this paper.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 7

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Observation 54a06b1a-4101-4aec-89aa-8058b0f629eb · inbound

Learning Interactive Real-World Simulators cites this paper.

Learning Interactive Real-World Simulators Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 56

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Observation 93501dce-6bb5-4f92-a496-7ee3a7ad24a9 · inbound

MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents cites this paper.

MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 29

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Exponential Speedups by Rerooting Levin Tree Search cites this paper.

Exponential Speedups by Rerooting Levin Tree Search Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 19

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Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi cites this paper.

Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 27

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Monte Carlo Tree Search based Space Transfer for Black-box Optimization cites this paper.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 33

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Observation 7dcbdc2d-a295-438d-ad05-1702f5c610a1 · inbound

Seed-CTS: Unleashing the Power of Tree Search for Superior Performance in Competitive Coding Tasks cites this paper.

Seed-CTS: Unleashing the Power of Tree Search for Superior Performance in Competitive Coding Tasks Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 33

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RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement cites this paper.

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 23

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Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning cites this paper.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 43

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Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning cites this paper.

Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 30

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Automating the Search for Artificial Life with Foundation Models cites this paper.

Automating the Search for Artificial Life with Foundation Models Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 27

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NS-Gym: Open-Source Simulation Environments and Benchmarks for Non-Stationary Markov Decision Processes cites this paper.

NS-Gym: Open-Source Simulation Environments and Benchmarks for Non-Stationary Markov Decision Processes Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 22

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A Survey on Multi-Turn Interaction Capabilities of Large Language Models cites this paper.

A Survey on Multi-Turn Interaction Capabilities of Large Language Models Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 95

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AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation cites this paper.

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 27

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Beyond the Sum: Unlocking AI Agents Potential Through Market Forces cites this paper.

Beyond the Sum: Unlocking AI Agents Potential Through Market Forces Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 43

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Revisiting Rogers' Paradox in the Context of Human-AI Interaction cites this paper.

Revisiting Rogers' Paradox in the Context of Human-AI Interaction Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 20

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HEPPO-GAE: Hardware-Efficient Proximal Policy Optimization with Generalized Advantage Estimation cites this paper.

HEPPO-GAE: Hardware-Efficient Proximal Policy Optimization with Generalized Advantage Estimation Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2017

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What if Eye...? Computationally Recreating Vision Evolution cites this paper.

What if Eye...? Computationally Recreating Vision Evolution Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 26

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Lipschitz Lifelong Monte Carlo Tree Search for Mastering Non-Stationary Tasks cites this paper.

Lipschitz Lifelong Monte Carlo Tree Search for Mastering Non-Stationary Tasks Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2016

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A Variational Inequality Approach to Independent Learning in Static Mean-Field Games cites this paper.

A Variational Inequality Approach to Independent Learning in Static Mean-Field Games Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2021

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Develop AI Agents for System Engineering in Factorio cites this paper.

Develop AI Agents for System Engineering in Factorio Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 40

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CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics cites this paper.

CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 9

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Synthesis of Model Predictive Control and Reinforcement Learning: Survey and Classification cites this paper.

Synthesis of Model Predictive Control and Reinforcement Learning: Survey and Classification Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 14

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LIMO: Less is More for Reasoning cites this paper.

LIMO: Less is More for Reasoning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 89

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Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks cites this paper.

Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 30

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Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking cites this paper.

Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 27

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Probabilistic Artificial Intelligence cites this paper.

Probabilistic Artificial Intelligence Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 16

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LLMs Can Teach Themselves to Better Predict the Future cites this paper.

LLMs Can Teach Themselves to Better Predict the Future Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 10

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Two-Player Zero-Sum Differential Games with One-Sided Information cites this paper.

Two-Player Zero-Sum Differential Games with One-Sided Information Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 32

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Policy Guided Tree Search for Enhanced LLM Reasoning cites this paper.

Policy Guided Tree Search for Enhanced LLM Reasoning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 48

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We Can't Understand AI Using our Existing Vocabulary cites this paper.

We Can't Understand AI Using our Existing Vocabulary Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 45

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$\texttt{SEM-CTRL}$: Semantically Controlled Decoding cites this paper.

$\texttt{SEM-CTRL}$: Semantically Controlled Decoding Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 3

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Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding cites this paper.

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 47

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Scalable Multi-Task Learning through Spiking Neural Networks with Adaptive Task-Switching Policy for Intelligent Autonomous Agents cites this paper.

Scalable Multi-Task Learning through Spiking Neural Networks with Adaptive Task-Switching Policy for Intelligent Autonomous Agents Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 29

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DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models cites this paper.

DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 30

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Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.

Large Language Models for Planning: A Comprehensive and Systematic Survey Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 221

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A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment cites this paper.

A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 11

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Decomposing Elements of Problem Solving: What "Math" Does RL Teach? cites this paper.

Decomposing Elements of Problem Solving: What "Math" Does RL Teach? Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 55

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LlamaRL: A Distributed Asynchronous Reinforcement Learning Framework for Efficient Large-scale LLM Training cites this paper.

LlamaRL: A Distributed Asynchronous Reinforcement Learning Framework for Efficient Large-scale LLM Training Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 62

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Bregman Centroid Guided Cross-Entropy Method cites this paper.

Bregman Centroid Guided Cross-Entropy Method Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 8

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Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening cites this paper.

Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 21

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LogicPuzzleRL: Cultivating Robust Mathematical Reasoning in LLMs via Reinforcement Learning cites this paper.

LogicPuzzleRL: Cultivating Robust Mathematical Reasoning in LLMs via Reinforcement Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:35.772152Z

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Observation 96b5d1a6-42ac-479d-9522-b113d999f338 · inbound

Learning to Plan via Supervised Contrastive Learning and Strategic Interpolation: A Chess Case Study cites this paper.

Learning to Plan via Supervised Contrastive Learning and Strategic Interpolation: A Chess Case Study Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:37:34.688532Z

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Observation 1c712f5b-949f-4280-a6ee-3b068b91deb3 · inbound

Boosting LLM Reasoning via Spontaneous Self-Correction cites this paper.

Boosting LLM Reasoning via Spontaneous Self-Correction Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:30.719001Z

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Observation c8f2eee2-1bb1-44aa-bead-6ad9de2b6459 · inbound

TreeRL: LLM Reinforcement Learning with On-Policy Tree Search cites this paper.

TreeRL: LLM Reinforcement Learning with On-Policy Tree Search Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:24.323361Z

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Observation 99368f62-42ff-4941-b9c3-b2d8ea26e4b2 · inbound

Data-Driven Policy Mapping for Safe RL-based Energy Management Systems cites this paper.

Data-Driven Policy Mapping for Safe RL-based Energy Management Systems Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:43.148148Z

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Observation dd2ea97c-aa52-4054-999b-1fa2e8176f5e · inbound

The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind cites this paper.

The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:49:39.387074Z

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Observation 3d9dc32f-db41-44a7-8c75-c83962b8fee6 · inbound

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:07:39.615289Z

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Observation d5e27596-3d6c-4b64-9aa1-59f9f7e7627a · inbound

Gym4ReaL: A Suite for Benchmarking Real-World Reinforcement Learning cites this paper.

Gym4ReaL: A Suite for Benchmarking Real-World Reinforcement Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:50.406662Z

Source-reported events for the cited work

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Observation 9e9e4522-fbce-4ae5-ac6d-afa829209472 · inbound

Can Large Language Models Develop Strategic Reasoning? Post-training Insights from Learning Chess cites this paper.

Can Large Language Models Develop Strategic Reasoning? Post-training Insights from Learning Chess Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:13:15.204837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deed1063-266c-4cc0-a404-41faaf89ca6f · inbound

Reinforcement Learning for Automated Cybersecurity Penetration Testing cites this paper.

Reinforcement Learning for Automated Cybersecurity Penetration Testing Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:31:51.321684Z

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Observation edcbd904-06a2-410c-809f-67344d3ac2e1 · inbound

Partial Label Learning for Automated Theorem Proving cites this paper.

Partial Label Learning for Automated Theorem Proving Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:18:25.796266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ffe987-480b-4136-8cc5-1641a34a07b1 · inbound

Critique of World Model cites this paper.

Critique of World Model Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T19:42:27.951210Z

Source-reported events for the cited work

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Observation 22e431cc-f1da-48bd-92ef-a9c77a23ed9a · inbound

Artificial Generals Intelligence: Mastering Generals.io with Reinforcement Learning cites this paper.

Artificial Generals Intelligence: Mastering Generals.io with Reinforcement Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:58:36.167097Z

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Observation c36e4d87-d47b-44e8-8317-feb967e0fa88 · inbound

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities cites this paper.

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:25.194886Z

Source-reported events for the cited work

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Observation d31759d9-4456-4e96-82a5-6807f12a6c34 · inbound

What Does it Mean for a Neural Network to Learn a "World Model"? cites this paper.

What Does it Mean for a Neural Network to Learn a "World Model"? Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:46.361511Z

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Observation 774b86a0-9dd7-4312-9234-e4225be897b5 · inbound

General Agentic Planning Through Simulative Reasoning with World Models cites this paper.

General Agentic Planning Through Simulative Reasoning with World Models Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-05-22T12:41:33.535741Z

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 f6ecdc91-0157-44c1-a375-e8a38252c7e3 · inbound

Tail-Risk-Safe Monte Carlo Tree Search under PAC-Level Guarantees cites this paper.

Tail-Risk-Safe Monte Carlo Tree Search under PAC-Level Guarantees Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T23:22:29.446275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 562758e3-95f4-4845-be47-56ffaeeb86ab · inbound

Hybrid Physics-Machine Learning Models for Quantitative Electron Diffraction Refinements cites this paper.

Hybrid Physics-Machine Learning Models for Quantitative Electron Diffraction Refinements Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T23:06:27.677046Z

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Observation 504cf053-eea8-41b3-8015-1c90d66a0ba9 · inbound

The Fair Game: Auditing & Debiasing AI Algorithms Over Time cites this paper.

The Fair Game: Auditing & Debiasing AI Algorithms Over Time Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-05T22:45:20.775630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 783b6d4e-df78-4688-b664-bf61f0902eba · inbound

Evolutionary Optimization of Deep Learning Agents for Sparrow Mahjong cites this paper.

Evolutionary Optimization of Deep Learning Agents for Sparrow Mahjong Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T22:06:19.698245Z

Source-reported events for the cited work

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Observation 14e5daec-6c9c-4667-8f5b-90fb8fe6d078 · inbound

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges cites this paper.

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-05T21:02:04.453521Z

Source-reported events for the cited work

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Observation cde19674-1179-4713-ad61-86d99b27d526 · inbound

Mirage or Method? How Model-Task Alignment Induces Divergent RL Conclusions cites this paper.

Mirage or Method? How Model-Task Alignment Induces Divergent RL Conclusions Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:35:51.350639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b65bf5b5-13a2-49c3-8c8f-d92500571d16 · inbound

Scalable Option Learning in High-Throughput Environments cites this paper.

Scalable Option Learning in High-Throughput Environments Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 58

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T20:06:49.728038Z

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 e3d5166e-e192-4b50-9afd-3bbb249ff6f5 · inbound

TransZero: Parallel Tree Expansion in MuZero using Transformer Networks cites this paper.

TransZero: Parallel Tree Expansion in MuZero using Transformer Networks Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T16:58:12.987074Z

Source-reported events for the cited work

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Observation 525fa1de-ba25-4a75-9403-e531e4b1fd88 · inbound

Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs cites this paper.

Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:52.477057Z

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Unavailable: canonical work link unavailable.

Observation 72b104ca-c66f-4952-b4b4-a77ff7925207 · inbound

Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning cites this paper.

Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-21T21:34:22.300517Z

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 353cde8c-65a4-435e-b4be-b5577287cd77 · inbound

People use fast and flat simulation to reason about new games cites this paper.

People use fast and flat simulation to reason about new games Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T10:14:17.110418Z

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Observation 7e257f57-fbcd-40c5-839b-f9aeb7887c89 · inbound

Optimal control of the future via prospective learning with control cites this paper.

Optimal control of the future via prospective learning with control Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-17T23:05:25.326088Z

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 7410afe3-f7c1-4cd2-b1c9-81ad21f0280e · inbound

Olmo 3 cites this paper.

Olmo 3 Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T21:31:16.815834Z

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 1a2b69ba-8b4f-4e69-b893-e00b80a8a1c1 · inbound

Learning to Plan, Planning to Learn: Adaptive Hierarchical RL-MPC for Sample-Efficient Decision Making cites this paper.

Learning to Plan, Planning to Learn: Adaptive Hierarchical RL-MPC for Sample-Efficient Decision Making Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-16T21:11:16.802600Z

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 9cc4fbe1-2280-4386-8fd8-d51d67c38b86 · inbound

Toward Training Superintelligent Software Agents through Self-Play SWE-RL cites this paper.

Toward Training Superintelligent Software Agents through Self-Play SWE-RL Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-21T16:10:20.288129Z

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 718bc116-399b-4cb8-8ebc-c01cdc475e14 · inbound

Toward Training Superintelligent Software Agents through Self-Play SWE-RL cites this paper.

Toward Training Superintelligent Software Agents through Self-Play SWE-RL Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T15:02:13.565152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6e7293-f947-406f-81aa-c91cd60daeb6 · inbound

Safety Alignment of LMs via Non-cooperative Games cites this paper.

Safety Alignment of LMs via Non-cooperative Games Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T14:24:24.762257Z

Source-reported events for the cited work

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Observation c278cb97-5e22-497d-89f4-23db7ec1a477 · inbound

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic cites this paper.

Multi-agent DRL-based Lane Change Decision Model for Cooperative Platooning in Mixed Traffic Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T10:04:42.730729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe87430-de22-42e4-abfb-0a787823317f · inbound

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space cites this paper.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.035932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32557d67-3451-44be-8156-77395016f9c0 · inbound

CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning cites this paper.

CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T05:14:20.763891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e56cbe2-06ef-401e-ac4c-1ef5b24d998a · inbound

Self-Supervised Bootstrapping of Action-Predictive Embodied Reasoning cites this paper.

Self-Supervised Bootstrapping of Action-Predictive Embodied Reasoning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:04:11.930844Z

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 349ee6f0-86de-41a1-8875-d019a4a94633 · inbound

Multi-agent imitation learning with function approximation: Linear Markov games and beyond cites this paper.

Multi-agent imitation learning with function approximation: Linear Markov games and beyond Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T20:42:07.940055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06ebd88d-ee9c-40f6-a8db-7f3cc2982c46 · inbound

Quantum entanglement provides a competitive advantage in adversarial games cites this paper.

Quantum entanglement provides a competitive advantage in adversarial games Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T23:44:17.042117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f58c790d-9f7d-4d1b-acad-e30429f8a847 · inbound

Computer Architecture's AlphaZero Moment: Automated Discovery in an Encircled World cites this paper.

Computer Architecture's AlphaZero Moment: Automated Discovery in an Encircled World Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:51:22.944814Z

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 0c3e1e3d-00f1-477e-bd1b-c30f092d37ea · inbound

Probabilistic Language Tries: A Unified Framework for Compression, Decision Policies, and Execution Reuse cites this paper.

Probabilistic Language Tries: A Unified Framework for Compression, Decision Policies, and Execution Reuse Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:22:58.916568Z

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 7e16cd7d-a8a1-487e-91e0-5dd59846ac29 · inbound

Advantage-Guided Diffusion for Model-Based Reinforcement Learning cites this paper.

Advantage-Guided Diffusion for Model-Based Reinforcement Learning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:01:00.636827Z

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 0b6162e5-857b-4a59-a128-e27154cf945a · inbound

AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search cites this paper.

AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:40:57.429344Z

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 2324b110-0069-4883-ba49-ca862400a268 · inbound

AlphaCNOT: Learning CNOT Minimization with Model-Based Planning cites this paper.

AlphaCNOT: Learning CNOT Minimization with Model-Based Planning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:10:25.759222Z

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 5d0a9622-d16a-48a0-bd6e-9fc7119fd27b · inbound

PAWN: Piece Value Analysis with Neural Networks cites this paper.

PAWN: Piece Value Analysis with Neural Networks Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T10:55:04.113495Z

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 632febf0-5ba1-4a6b-ac89-72ce804b4ea6 · inbound

Causal inference for social network formation cites this paper.

Causal inference for social network formation Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:11:03.925868Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers