Past Event AUG 9–12, 2024 • AMHERST, MA, USA

REINFORCEMENT
LEARNING
CONFERENCE 2024

The inaugural Reinforcement Learning Conference — University of Massachusetts Amherst

📅 Schedule 🔬 Workshops 📄 Accepted Papers 🎬 Recordings

About RLC 2024

The first Reinforcement Learning Conference (RLC) took place from August 9–12, 2024, at the University of Massachusetts Amherst. RLC is an annual international conference focusing on reinforcement learning with an archival venue for researchers to interact and share research in a more focused setting than typical large machine learning venues. Papers accepted by RLC are published in the Reinforcement Learning Journal (RLJ).

🧠 RL Algorithms & New Settings

🏗️ Hierarchical RL & Abstractions

🔍 Exploration & Curiosity-Driven Learning

📐 Theoretical RL & Convergence

⚖️ Safety, Fairness & Interpretability

🎰 Bandit Algorithms

🗺️ Planning Under Uncertainty

🔬 Evaluation & Replicability

🏥 Applied RL (Medical, Traffic, Ops)

🤖 Deep RL & Multi-Agent RL

🧑‍🤝‍🧑 RL from Human Feedback

⚙️ RL Systems & Distributed Training