Brett Daley
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
ICML (2)
CORL (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
partial observability
(2)
eligibility trace
(2)
deep reinforcement learning
(2)
dynamic programming
(1)
policy iteration
(1)
temporal-difference learning
(1)
off-policy learning
(1)
temporal difference
(1)
credit assignment
(1)
information gathering
(1)
experience replay
(1)
auxiliary loss
(1)
multi-step return
(1)
lambda return
(1)
belief state reconstruction
(1)
history summarization
(1)
policy learning
(1)
importance sampling
(1)
Papers
Averaging $n$-step Returns Reduces Variance in Reinforcement Learning
ICML 2024
Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning
ICML 2023
Asymmetric DQN for partially observable reinforcement learning
UAI 2022
Belief-Grounded Networks for Accelerated Robot Learning under Partial Observability
CORL 2020
Reconciling λ-Returns with Experience Replay
NIPS 2019