longtermrisk / marltoolbox
A toolbox with the goal of speeding up research on bargaining in MARL (cooperation problems in MARL).
β30Updated 2 years ago
Related projects β
Alternatives and complementary repositories for marltoolbox
- Gridworld for MARL experimentsβ137Updated 3 years ago
- PAIRED in PyTorch π₯β56Updated last year
- Benchmarking RL generalization in an interpretable way.β131Updated 8 months ago
- β43Updated 5 months ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"β42Updated 4 months ago
- A collection of RL algorithms written in JAX.β94Updated 2 years ago
- A tool for aggregating and plotting MARL experiment data.β61Updated last week
- impact-driven-explorationβ126Updated last year
- Partially Observable Process Gymβ166Updated 4 months ago
- β36Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"β98Updated 2 years ago
- β286Updated last year
- β53Updated 8 months ago
- Evaluating long-term memory of reinforcement learning algorithmsβ132Updated last year
- Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.β31Updated 4 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the β¦β83Updated 3 years ago
- Object Centric Atari gamesβ48Updated this week
- This is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralizeβ¦β40Updated last year
- The Implementation of "Machine Theory of Mind", ICML 2018β21Updated 2 years ago
- Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RLβ23Updated 2 years ago
- Repo for the multi-agent PressurePlate environmentβ14Updated 2 years ago
- Project on Successor Features in Deep Reinforcement Learning and Transfer Learningβ25Updated 6 years ago
- (Crafter + NetHack) in JAX. ICML 2024 Spotlight.β203Updated 3 weeks ago
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according β¦β35Updated 5 months ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.β66Updated 11 months ago
- Implementation of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning'β55Updated 2 years ago
- Submission for MAVEN: Multi-Agent Variational Explorationβ57Updated 2 years ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023β17Updated 10 months ago
- β200Updated 9 months ago
- Deep Learning Projectβ20Updated 4 years ago
- Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily extβ¦β105Updated last year