32 datasets found

The object collection game is a simple 2D video game that requires the agent to collect objects that move from the top of the screen to the bottom.

The dataset used in the paper is a set of procedurally generated levels for the four distinct multi-agent environments: HarvestPatch, Traffic Navigation, Overcooked, and Capture...

SMIX(λ) is a method for cooperative multi-agent reinforcement learning that uses an off-policy training approach to estimate a centralized value function.

The dataset used in the paper is the Simple Spread environment, which consists of N agents and N landmarks. The aim of teamed agents is to learn covering all the landmarks while...

The dataset used in the paper is the StarCraft II Multi-Agent Challenge (SMAC) dataset, which consists of 8 tasks with different difficulty levels. The dataset is used to...

A new simulation environment designed as a simple testbed for demonstrating the utility of RL as a tool for concept analysis with military applications as well as to aid with...

The dataset used in the paper is a hierarchical structure of propositions, where a higher-level proposition is a temporal abstraction of lower-level propositions. Each...

The dataset used in the paper is a multi-agent reinforcement learning dataset, where agents learn to coordinate their actions to achieve a common goal.

Offline Fictitious Self-Play for Competitive Games

The authors used the Coin Game, a social dilemma game with visual observations, to evaluate their approach.

The dataset used in the paper is the SMAC dataset, a multi-agent reinforcement learning environment.

The dataset used in the paper is a stochastic game, specifically a simultaneous-move game, with multiple agents and a finite horizon.

The dataset used in the paper is a collection of 21 diverse multi-agent tasks in four environments: level-based foraging, boulder-push, multi-robot warehouse, and multi-agent...

Pommerman is a 2-vs-2 game environment introduced in 2018, and is a modified version of the popular game 'Bomberman'. It is a good testbed for RL, because the environment...

Multi-Agent Particle Environment (MAPE) game environment

Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments

Packet routing environments for cooperative multi-agent reinforcement learning

Packet routing environments for cooperative multi-agent reinforcement learning

Packet routing environments for cooperative multi-agent reinforcement learning

Packet routing environments for cooperative multi-agent reinforcement learning