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Lewis Hammond's Projects

almanac icon almanac

Implementation and evaluation of Almanac (Automaton/Logic Multi-Agent Natural Actor-Critic), an algorithm for multi-agent reinforcement learning with temporal logic specifications.

hypergrad icon hypergrad

Simple and extensible hypergradient for PyTorch [modified for Stackelberg RL]

lmorl icon lmorl

Lexicographic Multi-Objective Reinforcement Learning

openlogic icon openlogic

An open-source, customizable intermediate logic textbook

overcooked_ai icon overcooked_ai

A benchmark environment for fully cooperative multi-agent performance.

regions-rl icon regions-rl

Collection of examples for reinforcement learning

sdsrl icon sdsrl

Safe Deep Symbolic Reinforcement Learning

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