uoe-agents Goto Github PK

brdiv

Codebase for BRDiv: Diverse teammate generation for ad hoc teamwork

building-a-complete-rl-system_demonstration

"Building a Complete RL System" demonstration code to go with University of Edinburgh RL lecture

cema

Causal Explanations for Sequential Decision-Making in Multi-Agent Systems

cmid

derl

The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)

epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

expressivity-of-emergent-languages

The official code base of Expressivity of Emergent Languages (ICLR-2022).

feedback-dt

gpl

Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem.

grit

Verifiable Goal Recognition for Autonomous Driving using Decision Trees

hksl

Official repository for "Learning Multi-Horizon Representations for Reinforcement Learning with Hierarchical Forward Models" (TMLR)

igp2

Official Repository for "Interpretable Goal-based Prediction and Planning for Autonomous Driving" (ICRA 2021)

imitation-learning-pcg

Implementation for "Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments"

ksl

Official repository for "Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning"

lb-foraging

Level-Based Foraging (LBF): A multi-agent reinforcement learning environment

liam

Official Repository for "Agent Modelling under Partial Observability for Deep Reinforcement Learning"

mate

Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning

matrix-games

medoe

Learning Complex Teamwork Tasks using a Sub-task Curriculum

mvd

Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras

non_conventional_value_function_approximation

Comparative Evaluation of Non-Conventional Value Function Approximation Methods in Reinforcement Learning

ogrit

Verifiable Goal Recognition for Autonomous Driving with Occlusions

po-gpl

Official code for "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning"

pressureplate

Repo for the multi-agent PressurePlate environment

pyami

A prototype multi-agent system for the AMI protocol.

pytorch-demo

Introduction to Pytorch, demonstrated during the second laboratory session of UoE's Reinforcement Learning course.

reading-group

Propose & vote on reading group papers in the "Discussions" tab.

revisiting-maddpg

Revisiting Discrete Gradient Estimation in MADDPG

robotic-warehouse

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

robotic-warehouse-subtask-based

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment