Joseph Thomas

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upvoted a paper 1 day ago

DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models

Paper • 2610.35201 • Published 5 days ago • 14

upvoted a paper 2 days ago

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents

Paper • 2610.36077 • Published 5 days ago • 390

upvoted a paper 3 days ago

Ψ-0.6: Adaptive Streams of Thought in a Unified Vision-Language World Model

Paper • 2610.32177 • Published 8 days ago • 4

upvoted a paper 6 days ago

Realism VS Accuracy: Event Sequence Forecasting from a Generative Modeling Perspective

Paper • 2610.12586 • Published 23 days ago • 10

upvoted a paper 15 days ago

Player-1: Learning to Play from Synthetic Experience

Paper • 2610.20584 • Published 17 days ago • 258

upvoted a paper 20 days ago

A Closer Look at Agentic BBO: Benchmarking LLM Agents for Black-Box Optimization

Paper • 2610.12183 • Published 23 days ago • 14

upvoted a paper 23 days ago

Minimal Witness Reinforcement Learning

Paper • 2610.07226 • Published 26 days ago • 20

upvoted a paper 27 days ago

InterEvolve: Test-Time Evolution of Reward Programs for Humanoid Loco-Manipulation

Paper • 2610.02196 • Published 30 days ago • 63

upvoted 2 papers about 1 month ago

UFO: Chain-of-Evaluation for Omni-Condition Alignment in Multi-Modal Image Generation

Paper • 2609.12397 • Published Sep 17 • 37

EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents

Paper • 2609.17632 • Published Sep 15 • 37

upvoted 3 papers about 2 months ago

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

Paper • 2609.10715 • Published Sep 9 • 198

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 365

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

Paper • 2609.04098 • Published Sep 3 • 65

upvoted 2 papers 2 months ago

Listening Forward: Next Patch Embedding Prediction Enables Scalable Audio Learners

Paper • 2608.19863 • Published Aug 20 • 5

FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents

Paper • 2608.18423 • Published Aug 19 • 15

upvoted 5 papers 3 months ago

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 196

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?

Paper • 2608.10366 • Published Aug 11 • 10

Stealing Reasoning Traces from Proprietary LLM APIs

Paper • 2608.09867 • Published Aug 10 • 121

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

Paper • 2608.06197 • Published Aug 6 • 47

Weights or Skills? A Survey of Robot-Learning Techniques: from Action-Predicting Weights to Robots that Write their Own Skills

Paper • 2608.01851 • Published Aug 3 • 10