Longtao Zheng

SimpleTIR. [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

agent-studio. [ICLR 2025] A trinity of environments, tools, and benchmarks for general virtual agents

Synapse. [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control

data-privacy. Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, etc.

pddpg-hfo. Half Field Offense in Robocup 2D Soccer with reinforcement learning

CurriculumMARL. Code of "Towards Skilled Population Curriculum for MARL" + Implementation of Curriculum MARL algorithms based on Ray

mappo-football. Multi-Agent PPO (MAPPO) with the Google Research Football environment.

pymarl2. Rethinking the Importance of Implementation Tricks in Multi-Agent Reinforcement Learning

football. Google football with more wrappers, scenarios and flexible task parameters

coinrun. Code for the paper "Quantifying Transfer in Reinforcement Learning"

CDS. Python