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warehouse-robotics

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Research-grade Reinforcement Learning framework for single-agent and multi-agent warehouse navigation using Deep Q-Networks (DQN), PyTorch, replay buffer, target networks, logging, and full test suite. Built for PhD-level RL and autonomous systems research.

  • Updated Dec 11, 2025
  • Python

Multi-agent path finding for drone swarms and robot fleets: Conflict-Based Search with prioritising, bypassing and disjoint splitting, bounded-suboptimal ECBS, optimal formation assignment, and delay-robust execution. Measured on the standard MAPF benchmark.

  • Updated Sep 5, 2026
  • Python

Covariant — independent third-party profile of a public API surface, by API Evangelist. Covariant is an Emeryville, California warehouse-robotics AI company founded in 2017 (originally as Embodied Intelligence) by UC Berkeley professor Pieter Abbeel and his former students Peter Chen, Rocky Duan, and Tianhao Zhang.

  • Updated Sep 4, 2026

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