@uoe-agents
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uoe-agents

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  • Stars
    star
    870
  • Global Org. Rank 16,875 (Top 6 %)
  • Registered about 6 years ago
  • Most used languages
    Python
         71.9 %
    Jupyter Notebook
         25.0 %
    C++
         3.1 %

Top repositories

1

epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support
Python
398
star
2

IGP2

Official Repository for "Interpretable Goal-based Prediction and Planning for Autonomous Driving" (ICRA 2021)
Python
81
star
3

LIAM

Official Repository for "Agent Modelling under Partial Observability for Deep Reinforcement Learning"
Python
31
star
4

smaclite

The Starcraft Multi-Agent challenge lite
Python
30
star
5

GPL

Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem.
Python
29
star
6

derl

The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)
Python
26
star
7

revisiting-maddpg

Revisiting Discrete Gradient Estimation in MADDPG
Python
23
star
8

GRIT

Verifiable Goal Recognition for Autonomous Driving using Decision Trees
Jupyter Notebook
20
star
9

Building-a-Complete-RL-System_Demonstration

"Building a Complete RL System" demonstration code to go with University of Edinburgh RL lecture
Jupyter Notebook
19
star
10

BRDiv

Codebase for BRDiv: Diverse teammate generation for ad hoc teamwork
Python
12
star
11

reading-group

Propose & vote on reading group papers in the "Discussions" tab.
12
star
12

MATE

Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning
Jupyter Notebook
11
star
13

pressureplate

Repo for the multi-agent PressurePlate environment
Python
10
star
14

PO-GPL

Official code for "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning"
Python
10
star
15

TED

Official repository for "Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning".
Python
9
star
16

OGRIT

Verifiable Goal Recognition for Autonomous Driving with Occlusions
Jupyter Notebook
8
star
17

uoe-rl2021

Codebase for the coursework of the Reinforcement Learning (2020-21) course at the University of Edinburgh
Python
6
star
18

dred

Official codebase of Data Regularised Environment Design (ICML 2024)
Python
6
star
19

uoe-rl2022

Codebase for the coursework of the Reinforcement Learning (2021-22) course at the University of Edinburgh
Python
6
star
20

Expressivity-of-Emergent-Languages

The official code base of Expressivity of Emergent Languages (ICLR-2022).
Python
6
star
21

CMID

Python
5
star
22

non_conventional_value_function_approximation

Comparative Evaluation of Non-Conventional Value Function Approximation Methods in Reinforcement Learning
Jupyter Notebook
4
star
23

CEMA

Causal Explanations for Sequential Decision-Making in Multi-Agent Systems
Python
4
star
24

xavi-ai4ad

Implementation of the method from the workshop paper "A Human-Centric Method for Generating Causal Explanations in Natural Language for Autonomous Vehicle Motion Planning"
Python
4
star
25

robust_onpolicy_data_collection

Official Repository for "Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning" (NeurIPS 2022).
Jupyter Notebook
4
star
26

uoe-rl2024-coursework

Python
3
star
27

MEDoE

Learning Complex Teamwork Tasks using a Sub-task Curriculum
Python
3
star
28

uoe-rl2023-coursework

Code repository for the coursework of the Reinforcement Learning course at the University of Edinburgh (2022-2023 edition).).
Python
3
star
29

SMAClite-Python-RVO2

C++
2
star
30

ksl

Official repository for "Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning"
Jupyter Notebook
1
star
31

pytorch-demo

Introduction to Pytorch, demonstrated during the second laboratory session of UoE's Reinforcement Learning course.
Jupyter Notebook
1
star
32

task-assignment-robotic-warehouse

Task-Assignment Multi-Robot Warehouse (TA-RWARE): A multi-agent reinforcement learning warehouse environment for task-assignment optimisation
Python
1
star
33

feedback-dt

Python
1
star