Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement
Paper • 2609.13406 • Published • 60
Hongyao Tang
thy-1now
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AI & ML interests
Reinforcement Learning, Representation Learning
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authored a paper 3 days ago
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory ProblemOrganizations
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Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem
Paper • 2608.11654 • Published • 1
Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement
Paper • 2609.13406 • Published • 60
RoboPIN: Grounded Embodied Reasoning via Pinned Chain-of-Thought
Paper • 2606.15753 • Published
WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation
Paper • 2608.24479 • Published • 144
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning
Paper • 2606.29526 • Published • 171
Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models
Paper • 2606.11324 • Published • 174
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms
Paper • 2401.11963 • Published • 2
Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model
Paper • 2507.06892 • Published • 1
upvoted 3
papers 3 days ago
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem
Paper • 2608.11654 • Published • 1
Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model
Paper • 2507.06892 • Published • 1
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms
Paper • 2401.11963 • Published • 2
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