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Reinforcement Learning
🎮 Reinforcement Learning
RLHF, Reward Models, Policy, Agents
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Test-Time Gradient Guidance of Flow
Policies
in
Reinforcement
Learning
🤖
Robotics
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning
Geometrically Averaged Hard Target Updates for Linear
Q-Learning
📐
Optimization Theory
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Geometrically Averaged Hard Target Updates for Linear Q-Learning
Fog of Love: Engineering Virtuous
Agent
Behavior with Affinity-based
Reinforcement
Learning
in a Game Environment
🕵️
LLM Agents
Content type:
Academic
arxiv.org
·
1w
1 week ago
Actions for Fog of Love: Engineering Virtuous Agent Behavior with Affinity-based Reinforcement Learning in a Game Environment
SARM2: Multi-Task Stage Aware
Reward
Modeling
for Self Improving Robotic Manipulation
🤖
Robotics
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for SARM2: Multi-Task Stage Aware Reward Modeling for Self Improving Robotic Manipulation
From Ticks to Flows: Dynamics of Neural
Reinforcement
Learning
in Continuous
Environments
🎲
Stochastic Processes
Content type:
Academic
arxiv.org
·
1w
1 week ago
Actions for From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
TT-DAC-PS: Twin-Target Deterministic
Actor-Critic
with
Policy
Smoothing for Optimal Trade Execution
🤖
AI
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for TT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution
Dmsh: A
Multi-Agent
Reinforcement
Learning
Framework for All-Quad Mesh Generation
📐
Semidefinite Programming
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation
RUBAS: Rubric-Based
Reinforcement
Learning
for
Agent
Safety
🕵️
LLM Agents
Content type:
Academic
arxiv.org
·
1w
1 week ago
Actions for RUBAS: Rubric-Based Reinforcement Learning for Agent Safety
Cooperative Long Rope Skipping via
Multi-Agent
Reinforcement
Learning
🤖
Robotics
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Cooperative Long Rope Skipping via Multi-Agent Reinforcement Learning
The Neutral Mask: How
RLHF
Provides Shallow Alignment while Leaving Partisan Structure Intact in a Large Language
Model
🧠
LLM
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for The Neutral Mask: How RLHF Provides Shallow Alignment while Leaving Partisan Structure Intact in a Large Language Model
BiasGRPO: Stabilizing Bias Mitigation in High-Variance
Reward
Landscapes via Group-Relative
Policy
Optimization
🤖
AI
Content type:
Academic
arxiv.org
·
1w
1 week ago
Actions for BiasGRPO: Stabilizing Bias Mitigation in High-Variance Reward Landscapes via Group-Relative Policy Optimization
QnRL: Quantum-Native
Reinforcement
Learning
📐
Optimization Theory
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for QnRL: Quantum-Native Reinforcement Learning
Self-evolving LLM
agents
with in-distribution Optimization
🕵️
LLM Agents
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for Self-evolving LLM agents with in-distribution Optimization
An
Agency-Transferring
Model-Free
Policy
Enhancement Technique
📐
Semidefinite Programming
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for An Agency-Transferring Model-Free Policy Enhancement Technique
Geometry-Aware
Reinforcement
Learning
for 2D Irregular Nesting
🕵️
LLM Agents
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Geometry-Aware Reinforcement Learning for 2D Irregular Nesting
Uncertainty-Aware LLM-Guided
Policy
Shaping for
Sparse-Reward
Reinforcement
Learning
🧠
Machine Learning
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning
3SPO: State-Score-Supervised
Policy
Optimization for LLM
Agents
🕵️
LLM Agents
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for 3SPO: State-Score-Supervised Policy Optimization for LLM Agents
Representation-Aware Advantage Estimation: Your
Reward
Model
Provides More Than A Scalar Output
🤖
AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output
AgentJet
: A Flexible Swarm Training Framework for Agentic
Reinforcement
Learning
🕵️
LLM Agents
Content type:
Academic
arxiv.org
·
1w
1 week ago
Actions for AgentJet: A Flexible Swarm Training Framework for Agentic Reinforcement Learning
Claw-R1: A Step-Level Data Middleware System for
Agentic
Reinforcement
Learning
💡
AI Reasoning
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning
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