🎮 Reinforcement Learning - ashiqabdulkhader · Scour

Markov Decision Processes: The Language of Reinforcement Learning 🧠AI Agents

medium.com·4d

Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents 🧠LLMs

arxiv.org·2d

Rethinking Robotics Reinforcement Learning: A Practical Humanoid Training Workflow 🤖Robotics

semiengineering.com·1d

Continual learning for AI agents 🧠AI Agents

bestblogs.dev·4d

Google DeepMind's Research Lets an LLM Rewrite Its Own Game Theory Algorithms — And It Outperformed the Experts 🤖AI

marktechpost.com·6d·r/singularity

Reinforcement Learning From Human Feedback (RLHF) in Large Language Models(LLMs) 🧠LLMs

pub.towardsai.net

·6d

Three Ways Machines Learn 🤖AI

medium.com·3d

Value-Guidance MeanFlow for Offline Multi-Agent Reinforcement Learning 🧠AI Agents

arxiv.org·7h

Continual learning for AI agents 🧠AI Agents

blog.langchain.com·4d·Hacker News

Target Policy Optimization 🧠LLMs

arxiv.org·2d

PriPG-RL: Privileged Planner-Guided Reinforcement Learning for Partially Observable Systems with Anytime-Feasible MPC 🕸️Distributed Systems

arxiv.org·7h

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling 🧠AI Agents

arxiv.org·7h

Predictive Representations for Skill Transfer in Reinforcement Learning 🧠AI Agents

arxiv.org·1d

Multi-agent Reach-avoid MDP via Potential Games and Low-rank Policy Structure 🕸️Distributed Systems

arxiv.org·7h

SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents 🧠AI Agents

arxiv.org·7h

MARL-GPT: Foundation Model for Multi-Agent Reinforcement Learning 🕸️Distributed Systems

arxiv.org·2d

Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic Search 🧠AI Agents

arxiv.org·7h

DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning 🕸️Distributed Systems

arxiv.org·1d

Reinforcement Learning with LLM-Guided Action Spaces for Synthesizable Lead Optimization 🧠LLMs

arxiv.org·7h

Value Mirror Descent for Reinforcement Learning 🕸️Distributed Systems

arxiv.org·2d

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