Daniel J. Mankowitz

4 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) CORL (1)

Top co-authors

Martin Riedmiller (2) Abbas Abdolmaleki (2) Daniel J Mankowitz (1) Shie Mannor (1) Raia Hadsell (1) Hado van Hasselt (1) Steven Bohez (1) Rémi Munos (1) Timothy Mann (1) Philemon Brakel (1)

Keywords

preference learning (1) policy learning (1) constraint satisfaction (1) lagrangian relaxation (1) constrained multi-objective reinforcement learning (1)

Papers

A Constrained Multi-Objective Reinforcement Learning Framework CORL 2021

Robust Reinforcement Learning for Continuous Control with Model Misspecification ICLR 2020

Universal Successor Features Approximators ICLR 2019

Reward Constrained Policy Optimization ICLR 2019