Workshop on Reinforcement Learning Beyond Rewards

Reinforcement Learning Conference (RLC) 2024

August 9, 2024

@RLBRew_2024 ยท #RLBRew_2024

Throughout the day we will be livestreaming invited talks, contributed talks, spotlight presentations, and a live panel discussion.

All times listed are in Eastern Standard Time (GMT-4). Please click here for a timezone converter from GMT.

Time (GMT-4) Speaker Description
08:45am - 09:00am Introduction and Opening Remarks
09:00am - 09:30am Glen Berseth Generalization is the objective
09:30am - 10:00am Biwei Huang Enhancing Reinforcement Learning through Causal Representations and Graph Structures (Video)
10:00am - 10:30am Contributed talks (spotlights) (5 min each)
  • (10.06-10.11): Prioritizing safety via curriculum learning
  • (10.12-10.17): Skill-Based Reinforcement Learning with Intrinsic Reward Matching
  • (10.18-10.23): Task-Oriented Slot-Based Cumulant Discovery in General Value Functions
  • (10.24-10.29): OCALM: Object-Centric Assessment with Language Models
    • (10.00-10.05): The Reward Problem: Where does the most important signal in reinforcement learning come from?
10:30am - 11:30am Coffee Break + Posters
11:30am - 12:00am Yonatan Bisk Language, Why? (Video)
12:00am - 13:00pm Lunch Break
01:00pm - 01:30pm Sergey Levine General-Purpose Self-Supervised Reinforcement Learning (Video)
01:30pm - 02:00pm Amy Zhang Learning Representations for Planning (Video)
02:00pm - 02:30pm Abhishek Gupta Modeling the World without Autoregressive Prediction: Unsupervised RL with Generalized Occupancy Models (Video)
02:30pm - 03:00pm Coffee Break
03:00pm - 03:30pm Ida Momennejad The shape of Memory: Learning Predictive Representations Beyond Rewards (Video)
03:30pm - 04:30pm Poster Session and Closing remarks