Picture for Jakob Nicolaus Foerster

Jakob Nicolaus Foerster

BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games

Add code
Nov 20, 2024
Viaarxiv icon

Learning Loss Landscapes in Preference Optimization

Add code
Nov 10, 2024
Viaarxiv icon

Can Learned Optimization Make Reinforcement Learning Less Difficult?

Add code
Jul 09, 2024
Viaarxiv icon

Simplifying Deep Temporal Difference Learning

Add code
Jul 05, 2024
Viaarxiv icon

EvIL: Evolution Strategies for Generalisable Imitation Learning

Add code
Jun 15, 2024
Viaarxiv icon

Discovering Temporally-Aware Reinforcement Learning Algorithms

Add code
Feb 08, 2024
Viaarxiv icon

JaxMARL: Multi-Agent RL Environments in JAX

Add code
Nov 20, 2023
Viaarxiv icon

Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design

Add code
Oct 04, 2023
Viaarxiv icon

ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages

Add code
Jun 12, 2023
Viaarxiv icon

Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning

Add code
Mar 19, 2023
Viaarxiv icon