planning

“The most straightforward option for running LLMs is to use APIs from companies like OpenAI, Google, and Anthropic.”

“In 2025, we saw the rise of AI copilots across almost...”

“We propose an approach to enhance planning with JEPA world models by shaping their representation space so that the negative goal-conditioned value function for a reaching cost in a given environment is approximated by a distance (or quasi-distance) between state embeddings.”

“"全てを実装しない」「無闇に行動しない」「動きすぎない」ということについて考えていて"”

“The research focuses on probabilistic temporal reach-avoid-stay tasks.”

“The article's context provides information about planetary terrain datasets and benchmarks.”

“The paper focuses on zero-shot object navigation, likely meaning navigation without prior training on the specific objects or environments encountered.”

“ETP-R1: Evolving Topological Planning with Reinforcement Fine-tuning for Vision-Language Navigation in Continuous Environments”

“The article's title indicates the use of Reinforcement Fine-Tuning.”

“The article proposes 'Backward Growth Accounting' as an economic tool.”

“The research focuses on four-wheel independent steering autonomous parking considering obstacle attributes.”

“The article's context is that it originates from ArXiv, suggesting it's a research paper.”

“ChronoDreamer is presented as an online simulator for robotic planning.”

“The study focuses on trajectory planning for UAVs.”

“The article likely discusses enhancing warehouse planning through simulation-driven knowledge graphs and LLM collaboration.”

“LLaViDA is a Large Language Vision Driving Assistant for Explicit Reasoning and Enhanced Trajectory Planning.”

“The article likely focuses on techniques to enhance long document summarization.”

“Lang2Manip is designed for LLM-Based Symbolic-to-Geometric Planning for Manipulation.”

“The paper leverages Vision-Language Models to create State-Aware Unified Scene Graphs for Embodied Task Planning.”

“The paper focuses on complex instruction-based image editing.”

“The research is published on ArXiv.”

“scaling remains essential for discovering emergent agentic capabilities like error recovery and dynamic tool learning.”

“The article is based on a paper from ArXiv.”

“EcoScapes uses LLMs to provide advice.”

“The paper focuses on using 'Temporal Alternation' to improve imitation learning.”

“The paper focuses on multi-robot motion planning and leverages vision and language understanding.”

“DrivePI utilizes spatial-aware 4D MLLMs for unified autonomous driving understanding, perception, prediction, and planning.”

“D3D-VLP is a Dynamic 3D Vision-Language-Planning Model for Embodied Grounding and Navigation.”

“The paper is available on ArXiv.”

“The article examines a 'data-driven optimal control approach'.”