Interesting ! I also came to the conclusion the agents need a causality rail. I use a double entry accounting system with wbs taskplanning as rail in the cloud, the more conventional causality tools. Your tool could be a really good addition to that.

Most project delays don’t happen because tasks take too long. They happen because no one notices how tasks depend on each other. Mapping dependencies isn’t “extra work” it’s how you avoid surprises later. #taskmanagement #ProjectManagement #TeamCollaboration #TaskPlanning #WorkflowDesign #ProductivityTips #WorkSmarter #SaaS

Resource planning is a psychological contract with your team. Overloading them signals disregard, while thoughtful assignments show respect 😅 Find out other mistakes when planning tasks here: taskford.com/en/blog/task-pl… #TaskPlanning #ProjectManagement #TaskManagement #TaskFord

LLMs are now suitable for task planning. Planning is considered a high-intelligence problem. Google Research reports improvements using a genetic algorithm with LLMs. #Google #LLMs #TaskPlanning

Google Research just published a research paper on task planning with LLMs. -- Why is this important? Task planning tests comprehension and constraint satisfaction. This is considered a higher form of intelligence (as compared to simpler Markov Decision Processes). -- What did they do? Google used a genetic algorithm to improve the LLM outputs, which is inspired by natural evolution: 1. The LLM generates an initial list of possible solutions. 2. These outputs are evaluated on their feasibility and readability. 3. The best outputs then have "children", who form the next generation. 4. The algorithm runs till a feasible solution is found, or the maximum number of generations have passed. -- Is it useful? The results are promising: The method consistently outperforms all other LLMs at travel and meeting planning benchmarks. --------- I hope you liked the read. You can find the link to the original paper below. Cheers! #Google #LLMs #TaskPlanning

🔥 Read our Paper 📚 Integrating Task Component Design in Excavator–Truck Operation Planning: Enhancing Automation Systems through a Web-Based System 🔗 mdpi.com/2076-3417/14/14/605… 👨‍🔬 by Soohyun Park et al. #taskplanning #automatedexcavator

14/25 The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare This perspective paper explores the integration of Large Language Models (LLMs) into healthcare robotics to address growing healthcare demands. It identifies system requirements for designing healthcare-specific LLM-based robots, focusing on multimodal communication through HRIs, semantic reasoning, and task planning. The paper also discusses ethical implications, challenges, and future research directions for this emerging field. #LLM #HealthcareRobotics #HRI #SemanticReasoning #TaskPlanning #MedicalAI Paper Link: arxiv.org/abs/2411.03287

Researchers from Stanford and Cornell Introduce APRICOT: A Novel AI Approach that Merges LLM-based Bayesian Active Preference Learning with Constraint-Aware Task Planning itinai.com/researchers-from-… #AIResearch #Robotics #MachineLearning #TaskPlanning #SmartHome #ai #news #llm #m…

Toward Low Time Fragmentation of Equipment: A Double-DQN Based TT&C Task Planning Approach: lausr.org/dashboard/?doi=10.… #time #taskplanning

🧵after replaying Sanae's route in juuouen i'm somewhat confident she has ADHD. first she gets frustrated at her goddesses's vagueness in telling her to resolve the incident. this among later bits indicate she isn't good at organization or taskplanning at all but alone isnt proof

Ready to conquer the day? Start by planning your tasks with intention. Identify your most important goals, schedule them strategically, and make room for breaks and self-care. Remember, a well-planned day leads to a well-lived life. #TaskPlanning #GoalSetting #thelabyrinthug

Website: mit-spark.github.io/robotRep… Submissions: cmt3.research.microsoft.com/… New deadline: June 30, 2023, anywhere on earth #robotics #sceneUnderstanding #robotperception @RoboticsSciSys #taskPlanning

The Swiss Cheese Method is not just about breaking down a task, it's about building a plan for success. By identifying weaknesses and gaps in your plan, you can address them and achieve your goals faster. #TaskPlanning #GoalAchievement

Temporal constraints for #ClinicalGuidelines are challenging to support in @BPMPlusHealth. I just created my first #temporal #bpmn element. Next is adding other elements for #openEHR #TaskPlanning recommended by @niglesias2 in linkedin.com/posts/jose-m-ju… (found thanks to @jpieraj)

While working on an openEHR #TaskPlanning #lowcode tool I realized that I've created a JavaScript library for #openEHR. openEHR specifications ⬇️ generate Dart SDK ⬇️ use Dart compiler to compile it to JavaScript SDK More: neoehr.com/openehr/sdk-java-…

Check out great tips for effective work, and make your task planning effortless! 😉 #jira #activitytimeline #taskplanning #taskmanagement shar.es/afg897

We give the stage to Alessandro Umbrico (@aleumbrico), researcher at @cnr_istc 🧑‍🏭🤖 He is presenting novel research to enable a safe and effective #taskplanning and scheduling for Human-Robot Collaboration #HRC cutt.ly/ShareworkMotionPlann…

heute Abend in der #office365ughh erklärt uns @TorBla , welche #Methoden und #Tools bei der #Erledigung unserer #Aufgaben helfen. #outlook #planner #todo #project #office365 #taskplanning #organizer

This work introduces an architecture for #assistive #robots developed in our lab. It integrates #NLP and #AI #TaskPlanning methods to present the user with a set of robot #affordances using #AR while considering the objects in the environment and the available #robot capabilities

General-purpose TAMP reasons about discrete and continuous search spaces together. The work proposes a geometry-aware scheduler to effectively handle multiple robots collaborating on shared tasks. @RiceEngineering @RiceCompSci @RiceUniversity #taskplanning #motionplanning #tamp