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World Models
🌐 World Models
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world model, predictive model, latent world, model-based RL
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Reinforcement
Learning
Disrupts
Gradient-Based
Adversarial Optimization
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for Reinforcement Learning Disrupts Gradient-Based Adversarial Optimization
PLUME: Probabilistic
Latent
Unified
World
Modeling
and Parameter Estimation for Multi-Finger Manipulation
🦿
Robot Learning
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for PLUME: Probabilistic Latent Unified World Modeling and Parameter Estimation for Multi-Finger Manipulation
HARBOR: A Harness Framework for Agentic Robot
Reinforcement
Learning
🦿
Robot Learning
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for HARBOR: A Harness Framework for Agentic Robot Reinforcement Learning
Learning
Object Manipulation from Scratch via Contrastive Interaction
🦾
Robotics
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for Learning Object Manipulation from Scratch via Contrastive Interaction
Blind Dexterous Grasping via
Real2Sim2Real
Tactile Policy
Learning
🦿
Robot Learning
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for Blind Dexterous Grasping via Real2Sim2Real Tactile Policy Learning
PLAN-S: Bridging Planning with
Latent
Style Dynamics for Autonomous Driving
World
Models
👁️
VLA Models
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for PLAN-S: Bridging Planning with Latent Style Dynamics for Autonomous Driving World Models
Multi-agent rendezvous in fluid flows via
reinforcement
learning
♟️
Game Theory
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for Multi-agent rendezvous in fluid flows via reinforcement learning
Geometry-Aware
Reinforcement
Learning
for 2D Irregular Nesting
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Geometry-Aware Reinforcement Learning for 2D Irregular Nesting
Deep
Reinforcement
Learning
for Adaptive Power Allocation in ISAC Systems with Mobile Target
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for Deep Reinforcement Learning for Adaptive Power Allocation in ISAC Systems with Mobile Target
Towards End to End Motion Planning and Execution for Autonomous Underwater Vehicles Using
Reinforcement
Learning
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Towards End to End Motion Planning and Execution for Autonomous Underwater Vehicles Using Reinforcement Learning
The
Sim-to-Real
Gap of Foundation
Model
Agents: A Unified MDP Perspective
🦿
Robot Learning
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for The Sim-to-Real Gap of Foundation Model Agents: A Unified MDP Perspective
UniIntervene: Agentic Intervention for Efficient
Real-World
Reinforcement
Learning
🦾
Robotics
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for UniIntervene: Agentic Intervention for Efficient Real-World Reinforcement Learning
Deep
reinforcement
learning
for process design: Review and perspective
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Deep reinforcement learning for process design: Review and perspective
Generalization Hacking:
Models
Can Game
Reinforcement
Learning
by Preventing Behavioral Generalization
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for Generalization Hacking: Models Can Game Reinforcement Learning by Preventing Behavioral Generalization
One Lens, Many
Worlds
: A Capability-Typed Interface for
World-Model
Interpretability
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for One Lens, Many Worlds : A Capability-Typed Interface for World-Model Interpretability
Space-sampled Value Decay: Forgetting Mechanisms for Non-stationary Deep
Reinforcement
Learning
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for Space-sampled Value Decay: Forgetting Mechanisms for Non-stationary Deep Reinforcement Learning
UNIQ: Conformal Calibration for Adaptive Conservatism in Offline
Reinforcement
Learning
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning
Discrete-WAM: Unified Discrete Vision-Action Token Editing for
World-Policy
Learning
👁️
VLA Models
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Discrete-WAM: Unified Discrete Vision-Action Token Editing for World-Policy Learning
SVoT: State-aware Visualization-of-Thought for Spatial
Reasoning
via
Reinforcement
Learning
🎯
Reinforcement Learning
Content type:
Academic
arxiv.org
·
6h
6 hours ago
Actions for SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning
ReflectiChain: Epistemic Grounding in LLM-Driven
World
Models
for Supply Chain Resilience
📄
AI Research
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for ReflectiChain: Epistemic Grounding in LLM-Driven World Models for Supply Chain Resilience
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