Reinforcement Learning

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Researchers trained an open source AI search agent, Harness-1, that outperforms GPT-5.4 on recalling relevant information

聽馃敘vector embedding
venturebeat.com路路Hacker News

How to reduce capability degradation from off-model SFT

聽馃敀Hardware Security
lesswrong.com路

Deep Reinforcement Learning for Adaptive Power Allocation in ISAC Systems with Mobile Target

聽馃Transformers 聽Content type: Academic
arxiv.org路

SimarcLabs/pybullet-swarm-sim: Python framework for simulating drone swarms with PyBullet in seconds.

聽馃攳Symbolic Execution 聽Content type: Code
github.com路路r/opensource

Import AI 460: Reward hacking society, RSI data from Anthropic; and RL-based quadcopter racing

聽馃攳Symbolic Execution 聽Content type: News 聽Content type: Blog
importai.substack.com路路Substack

AI-powered living business intelligence network

聽馃Transformers
atlasforgex.com
路路Hacker News

Multi-Agent Reinforcement Learning from Delayed Marketplace Feedback for Objective-Weight Adaptation in Three-Sided Dispatch

聽馃實Distributed Systems 聽Content type: Academic
arxiv.org路

Reinforcement Learning Disrupts Gradient-Based Adversarial Optimization

聽馃Transformers 聽Content type: Academic
arxiv.org路

SENTINEL: Failure-Driven Reinforcement Learning for Training Tool-Using Language Model Agents

聽馃攳Symbolic Execution 聽Content type: Academic
arxiv.org路

Reinforcement Learning for Neural Model Editing

聽馃Transformers 聽Content type: Academic
arxiv.org路

Stubborn: A Streamlined and Unified Reinforcement Learning Framework for Robust Motion Tracking and Fall Recovery for Humanoids

聽馃攳Symbolic Execution 聽Content type: Academic
arxiv.org路

QoS Improvement in Multi User Cellular-Symbiotic Radio Network Assisted by Active-STAR-RIS

聽馃實Distributed Systems 聽Content type: Academic
arxiv.org路

HERO: Hindsight-Enhanced Reflection from Environment Observations for Agentic Self-Distillation

聽馃攳Symbolic Execution 聽Content type: Academic
arxiv.org路

When Context Returns: Toward Robust Internalization in On-Policy Distillation

聽馃Transformers 聽Content type: Academic
arxiv.org路

Keep Policy Gradient in Charge: Sibling-Guided Credit Distillation for Long-Horizon Tool-Use Agents

聽馃攳Symbolic Execution 聽Content type: Academic
arxiv.org路

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning

聽馃Transformers 聽Content type: Academic
arxiv.org路

Seeing Before Colliding: Anticipatory Safe RL with Frozen Vision-Language Models

聽馃攳Symbolic Execution 聽Content type: Academic
arxiv.org路

Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning

聽馃攳Symbolic Execution 聽Content type: Academic
arxiv.org路

TT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution

聽馃攳Symbolic Execution 聽Content type: Academic
arxiv.org路

Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs

聽馃敘vector embedding 聽Content type: Academic
arxiv.org路
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