Code accompanying the blog post "Introduction to Lewis signaling games with Python"
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Updated
Oct 7, 2019 - Jupyter Notebook
Code accompanying the blog post "Introduction to Lewis signaling games with Python"
Code repository for On the interaction between supervision and self-play in emergent communication (ICLR 2020)
Code repository for Capacity, Bandwidth, and Compositionality in Emergent Language Learning (AAMAS 2020)
Emergent Communication Pretraining for Few-Shot Machine Translation
Emergent communication in multi-agent RL
Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity".
Project describing how social complexity relates to communication complexity
PyTorch implementation of "PatchGame: Learning to Signal Mid-level Patches in Referential Games" to appear in NeurIPS 2021
Studying emergent communication among agents in cooperative and competitive environments using Reinforcement Learning, game theory and replicator dynamics
Research project seeking to bridge the gap between representation learning and emergent communication
Code accompanying the paper Measuring non-trivial compositionality in emergent communication
Implementation of the Asynchronous Advantage Actor Critic with Communication in TensorFlow 2
Code acompanying the paper Developmentally motivated emergence of compositional communication via template transfer
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
Code for Emergent Communication under Competition (AAMAS 2021)
RL environment replicating the werewolf game to study emergent communication
Emergent Communication in RLlib
[ICLR 2022] Linking Emergent and Natural Languages via Corpus Transfer
Source code for our paper "Learning to Communicate with Strangers via Channel Randomisation Methods"
[ICLR 2022] Linking Emergent and Natural Languages via Corpus Transfer
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