[ICLR 2022] Linking Emergent and Natural Languages via Corpus Transfer
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Updated
Jun 2, 2024 - Python
[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
Emergent Communication in RLlib
RL environment replicating the werewolf game to study emergent communication
Code for Emergent Communication under Competition (AAMAS 2021)
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
Code acompanying the paper Developmentally motivated emergence of compositional communication via template transfer
Implementation of the Asynchronous Advantage Actor Critic with Communication in TensorFlow 2
Code accompanying the paper Measuring non-trivial compositionality in emergent communication
Research project seeking to bridge the gap between representation learning and emergent communication
Studying emergent communication among agents in cooperative and competitive environments using Reinforcement Learning, game theory and replicator dynamics
PyTorch implementation of "PatchGame: Learning to Signal Mid-level Patches in Referential Games" to appear in NeurIPS 2021
Project describing how social complexity relates to communication complexity
Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity".
Emergent communication in multi-agent RL
Emergent Communication Pretraining for Few-Shot Machine Translation
Code repository for Capacity, Bandwidth, and Compositionality in Emergent Language Learning (AAMAS 2020)
Code repository for On the interaction between supervision and self-play in emergent communication (ICLR 2020)
Code accompanying the blog post "Introduction to Lewis signaling games with Python"
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